Importing module=C:/Users/Benjamin/Google Drive/Masters/SWITCH/SWITCH-Pyomo-PHA/ReferenceModel.py
loading model...
model successfully loaded...
Module successfully loaded
Time to import model and scenario tree structure files=0.08 seconds
Time to construct scenario instances=0.51 seconds
Time link scenario tree with instances=0.01 seconds
User-defined PH solution writer module=pyomo.pysp.plugins.csvsolutionwriter already imported - skipping
Importing module=rhosetter.py
Module successfully loaded
Initializing PH

PH post-instance plugin callback time=0.00 seconds
PH parameter vector construction time=0.01 seconds
PH SymbolMap creation time=0.01 seconds
Add PH objective weight terms time=0.01 seconds
Deactivate PH objective weight terms time=0.00 seconds
Add PH objective proximal terms time=0.02 seconds
Deactivate PH objective proximal terms time=0.00 seconds
Executing user rho setter callback function
Cumulative initialization time=6.70 seconds
PH post-initialization plugin callback time=0.00 seconds
Cumulative PH initialization time=6.70 seconds
Overall initialization time=6.70 seconds

Starting PH

Initiating PH iteration=0
Scenario instance preprocessing time=0.05 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [7e+03, 6e+06]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 348 rows and 348 columns
Presolve time: 0.00s
Presolved: 105 rows, 126 columns, 371 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    4.4576592e+07   1.201473e+02   0.000000e+00      0s
      66    8.9634914e+07   0.000000e+00   0.000000e+00      0s

Solved in 66 iterations and 0.00 seconds
Optimal objective  8.963491423e+07
Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e+04, 6e+06]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 344 rows and 337 columns
Presolve time: 0.00s
Presolved: 109 rows, 137 columns, 408 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    4.4576592e+07   1.201473e+02   0.000000e+00      0s
      74    1.1288675e+08   0.000000e+00   0.000000e+00      0s

Solved in 74 iterations and 0.01 seconds
Optimal objective  1.128867496e+08
Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e+04, 6e+06]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 350 rows and 346 columns
Presolve time: 0.00s
Presolved: 103 rows, 128 columns, 390 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    4.4576592e+07   1.201473e+02   0.000000e+00      0s
      60    1.2514034e+08   0.000000e+00   0.000000e+00      0s

Solved in 60 iterations and 0.00 seconds
Optimal objective  1.251403360e+08
Time queueing subproblems=3.09 seconds
Time loading results into instance Scenario_HighFuelCosts=0.02 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.02 seconds
Time loading results into instance Scenario_LowFuelCosts=0.02 seconds
Time waiting for subproblems=0.06 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.49 Avg: 1.01 Max: 1.81 StdDev: 0.58 (seconds)
Aggregate sub-problem solve time=3.14 seconds
Variable statistics compute time=0.00 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=62360998.3746 Max-Min=13859603.69
Converger=normalized-term-diff value is         0.1160 - threshold reached=False
Weight update time=0.31 seconds
Cumulative run-time=3.54 seconds
Activate PH objective proximal terms time=0.00 seconds
Activate PH objective weight terms time=0.00 seconds

Initiating PH iteration=1
Scenario instance preprocessing time=1.23 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpvgnk1m.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-06, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16607719e+11 -7.24396458e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20237182e+10 -3.15668360e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21680787e+09 -1.29183900e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62529048e+09 -8.49946191e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78958582e+09 -3.88415947e+09  1.15e+01 7.50e+03  3.11e+07     0s
   5   7.31644144e+08 -6.64161749e+08  0.00e+00 3.77e+01  3.76e+06     0s
   6   2.30698028e+08 -4.90772992e+07  0.00e+00 6.98e-10  7.39e+05     0s
   7   1.27688956e+08  6.67370458e+07  0.00e+00 1.16e-10  1.61e+05     0s
   8   1.06390870e+08  8.60277823e+07  0.00e+00 4.37e-11  5.37e+04     0s
   9   9.83840180e+07  9.20936265e+07  0.00e+00 5.82e-11  1.66e+04     0s
  10   9.63365879e+07  9.39528186e+07  0.00e+00 1.16e-10  6.29e+03     0s
  11   9.51799510e+07  9.47705950e+07  0.00e+00 2.58e-10  1.08e+03     0s
  12   9.49538402e+07  9.49297451e+07  0.00e+00 4.66e-10  6.36e+01     0s
  13   9.49401197e+07  9.49389363e+07  0.00e+00 9.31e-10  3.12e+00     0s
  14   9.49394837e+07  9.49394491e+07  0.00e+00 1.75e-10  9.11e-02     0s
  15   9.49394629e+07  9.49394629e+07  0.00e+00 4.66e-10  9.11e-05     0s
  16   9.49394629e+07  9.49394629e+07  0.00e+00 9.31e-10  9.11e-08     0s
  17   9.49394629e+07  9.49394629e+07  5.73e-14 9.31e-10  9.12e-11     0s

Barrier solved model in 17 iterations and 0.03 seconds
Optimal objective 9.49394629e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmp1qjtxr.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-06, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93950107e+11 -7.80571753e+09  3.99e+03 3.75e+03  5.05e+09     0s
   1   6.25141540e+10 -3.60881775e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.14769585e+09 -1.80287915e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38000983e+09 -1.19442711e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.64779059e+09 -5.54916539e+09  1.32e+01 9.59e+03  4.52e+07     0s
   5   9.69802328e+08 -9.63949378e+08  0.00e+00 3.05e+01  5.16e+06     0s
   6   2.61607827e+08 -9.10329148e+07  0.00e+00 9.31e-10  9.31e+05     0s
   7   1.35234781e+08  4.98383941e+07  0.00e+00 9.31e-10  2.25e+05     0s
   8   9.74728791e+07  8.20684078e+07  0.00e+00 4.66e-10  4.06e+04     0s
   9   9.02204369e+07  8.76317767e+07  0.00e+00 1.16e-10  6.83e+03     0s
  10   8.90285006e+07  8.84753826e+07  0.00e+00 4.66e-10  1.46e+03     0s
  11   8.87452937e+07  8.85995706e+07  0.00e+00 9.31e-10  3.84e+02     0s
  12   8.86709999e+07  8.86440779e+07  0.00e+00 4.66e-10  7.10e+01     0s
  13   8.86550645e+07  8.86539356e+07  0.00e+00 9.31e-10  2.98e+00     0s
  14   8.86543699e+07  8.86543617e+07  0.00e+00 4.66e-10  2.16e-02     0s
  15   8.86543656e+07  8.86543656e+07  0.00e+00 9.31e-10  2.61e-05     0s
  16   8.86543656e+07  8.86543656e+07  0.00e+00 9.31e-10  2.61e-08     0s
  17   8.86543656e+07  8.86543656e+07  1.81e-13 9.31e-10  2.61e-11     0s

Barrier solved model in 17 iterations and 0.04 seconds
Optimal objective 8.86543656e+07

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmp8vpbny.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [6e-06, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49969515e+11 -7.89718082e+09  3.98e+03 1.88e+03  5.23e+09     0s
   1   7.83304957e+10 -3.73122492e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.03411216e+09 -1.86177264e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41917121e+09 -1.23680676e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.96065722e+09 -5.53000525e+09  1.11e+01 8.96e+03  4.46e+07     0s
   5   1.06455587e+09 -9.19733972e+08  0.00e+00 5.89e+00  5.26e+06     0s
   6   3.08246570e+08 -4.94175858e+07  0.00e+00 1.86e-09  9.44e+05     0s
   7   1.73022479e+08  8.06768195e+07  0.00e+00 9.31e-10  2.44e+05     0s
   8   1.40969761e+08  1.15607682e+08  0.00e+00 1.86e-09  6.69e+04     0s
   9   1.30661551e+08  1.24934819e+08  0.00e+00 1.16e-10  1.51e+04     0s
  10   1.28107496e+08  1.26990512e+08  0.00e+00 9.31e-10  2.95e+03     0s
  11   1.27569474e+08  1.27356118e+08  0.00e+00 9.31e-10  5.63e+02     0s
  12   1.27452843e+08  1.27438045e+08  0.00e+00 1.86e-09  3.90e+01     0s
  13   1.27444216e+08  1.27444060e+08  0.00e+00 1.86e-09  4.11e-01     0s
  14   1.27444122e+08  1.27444122e+08  0.00e+00 1.86e-09  4.12e-04     0s
  15   1.27444122e+08  1.27444122e+08  0.00e+00 1.86e-09  4.12e-07     0s
  16   1.27444122e+08  1.27444122e+08  3.91e-14 1.86e-09  4.13e-10     0s

Barrier solved model in 16 iterations and 0.08 seconds
Optimal objective 1.27444122e+08

Time queueing subproblems=3.39 seconds
Time loading results into instance Scenario_HighFuelCosts=0.15 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.07 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.29 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.64 Avg: 0.72 Max: 0.79 StdDev: 0.06 (seconds)
Aggregate sub-problem solve time=3.67 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.10 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=63595080.9281 Max-Min=8954705.90
Converger=normalized-term-diff value is         0.1358 - threshold reached=False
Cumulative run-time=7.32 seconds

Initiating PH iteration=2
Scenario instance preprocessing time=0.57 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpgasiw9.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16606648e+11 -7.24331100e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20228415e+10 -3.15660972e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21579587e+09 -1.29173797e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62379682e+09 -8.49832232e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78567054e+09 -3.88888657e+09  1.15e+01 7.53e+03  3.12e+07     0s
   5   7.21653566e+08 -6.52833939e+08  0.00e+00 1.96e+01  3.66e+06     0s
   6   2.25511647e+08 -5.26699595e+07  0.00e+00 6.98e-10  7.34e+05     0s
   7   1.20710907e+08  6.26637701e+07  0.00e+00 4.37e-10  1.53e+05     0s
   8   1.01447685e+08  8.27496730e+07  0.00e+00 1.16e-10  4.93e+04     0s
   9   9.43788712e+07  8.88622857e+07  0.00e+00 2.91e-11  1.46e+04     0s
  10   9.27787567e+07  9.05195090e+07  0.00e+00 4.66e-10  5.96e+03     0s
  11   9.16388509e+07  9.13361267e+07  0.00e+00 4.13e-10  7.99e+02     0s
  12   9.14866440e+07  9.14454972e+07  0.00e+00 4.66e-10  1.09e+02     0s
  13   9.14634604e+07  9.14608256e+07  0.00e+00 4.66e-10  6.95e+00     0s
  14   9.14619693e+07  9.14619663e+07  0.00e+00 4.66e-10  7.82e-03     0s
  15   9.14619676e+07  9.14619676e+07  0.00e+00 4.66e-10  7.83e-06     0s
  16   9.14619676e+07  9.14619676e+07  1.97e-12 4.66e-10  7.84e-09     0s

Barrier solved model in 16 iterations and 0.04 seconds
Optimal objective 9.14619676e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmp1vn7gl.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93947504e+11 -7.80517276e+09  3.99e+03 2.72e+03  5.05e+09     0s
   1   6.25164102e+10 -3.60902757e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15207311e+09 -1.80312598e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38635575e+09 -1.19466932e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.65682167e+09 -5.48661395e+09  1.28e+01 9.33e+03  4.44e+07     0s
   5   1.00701348e+09 -9.78792426e+08  0.00e+00 5.74e+01  5.35e+06     0s
   6   2.89205382e+08 -6.25085738e+07  0.00e+00 9.31e-10  9.29e+05     0s
   7   1.57617156e+08  7.44156849e+07  0.00e+00 9.31e-10  2.20e+05     0s
   8   1.22694992e+08  1.04572858e+08  0.00e+00 4.66e-10  4.78e+04     0s
   9   1.14932463e+08  1.11564421e+08  0.00e+00 9.31e-10  8.89e+03     0s
  10   1.13377831e+08  1.12727314e+08  0.00e+00 4.66e-10  1.72e+03     0s
  11   1.13024440e+08  1.12910383e+08  0.00e+00 9.31e-10  3.01e+02     0s
  12   1.12955904e+08  1.12947915e+08  0.00e+00 9.31e-10  2.11e+01     0s
  13   1.12951441e+08  1.12951088e+08  0.00e+00 9.31e-10  9.30e-01     0s
  14   1.12951219e+08  1.12951218e+08  0.00e+00 9.31e-10  1.36e-03     0s
  15   1.12951218e+08  1.12951218e+08  0.00e+00 4.66e-10  1.36e-06     0s
  16   1.12951218e+08  1.12951218e+08  1.55e-13 9.31e-10  1.36e-09     0s

Barrier solved model in 16 iterations and 0.01 seconds
Optimal objective 1.12951218e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpbhp3tu.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.01s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49968778e+11 -7.89664553e+09  3.98e+03 2.12e+03  5.23e+09     0s
   1   7.83267913e+10 -3.73103333e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02952603e+09 -1.86167473e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41358469e+09 -1.23675573e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97596688e+09 -5.61977730e+09  1.17e+01 9.37e+03  4.59e+07     0s
   5   1.07542648e+09 -9.62034743e+08  0.00e+00 3.11e+01  5.44e+06     0s
   6   3.14673448e+08 -4.50894009e+07  0.00e+00 9.31e-10  9.50e+05     0s
   7   1.77877831e+08  8.70289523e+07  0.00e+00 1.75e-10  2.40e+05     0s
   8   1.44471310e+08  1.17609364e+08  0.00e+00 1.53e-10  7.09e+04     0s
   9   1.35149375e+08  1.26863714e+08  0.00e+00 1.86e-09  2.19e+04     0s
  10   1.31602899e+08  1.29549350e+08  0.00e+00 9.31e-10  5.42e+03     0s
  11   1.30591519e+08  1.30292483e+08  0.00e+00 9.31e-10  7.89e+02     0s
  12   1.30427329e+08  1.30417346e+08  0.00e+00 1.86e-09  2.63e+01     0s
  13   1.30421775e+08  1.30421730e+08  0.00e+00 1.86e-09  1.18e-01     0s
  14   1.30421767e+08  1.30421767e+08  0.00e+00 9.31e-10  1.61e-04     0s
  15   1.30421767e+08  1.30421767e+08  2.63e-11 5.82e-10  1.61e-07     0s
  16   1.30421767e+08  1.30421767e+08  2.06e-11 9.31e-10  1.62e-10     0s

Barrier solved model in 16 iterations and 0.02 seconds
Optimal objective 1.30421767e+08

Time queueing subproblems=2.48 seconds
Time loading results into instance Scenario_HighFuelCosts=0.24 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.09 seconds
Time loading results into instance Scenario_LowFuelCosts=0.09 seconds
Time waiting for subproblems=0.42 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.55 Avg: 0.64 Max: 0.77 StdDev: 0.10 (seconds)
Aggregate sub-problem solve time=2.90 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.11 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=62899320.3612 Max-Min=2407610.82
Converger=normalized-term-diff value is         0.0972 - threshold reached=False
Cumulative run-time=10.39 seconds

Initiating PH iteration=3
Scenario instance preprocessing time=0.74 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpi9c7p2.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16606361e+11 -7.24462635e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20231126e+10 -3.15673395e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21600164e+09 -1.29182204e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62413940e+09 -8.49899679e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78630527e+09 -3.88798307e+09  1.15e+01 7.52e+03  3.11e+07     0s
   5   7.22694131e+08 -6.52128426e+08  0.00e+00 2.02e+01  3.66e+06     0s
   6   2.26253626e+08 -5.08366348e+07  0.00e+00 8.15e-10  7.31e+05     0s
   7   1.21284450e+08  6.33314129e+07  0.00e+00 2.33e-10  1.53e+05     0s
   8   1.01156985e+08  8.48023709e+07  0.00e+00 4.44e-10  4.32e+04     0s
   9   9.48473171e+07  8.94577784e+07  0.00e+00 5.82e-11  1.42e+04     0s
  10   9.27982986e+07  9.14243571e+07  0.00e+00 4.66e-10  3.63e+03     0s
  11   9.20831117e+07  9.18870109e+07  0.00e+00 4.66e-10  5.17e+02     0s
  12   9.19763828e+07  9.19566479e+07  0.00e+00 2.33e-10  5.21e+01     0s
  13   9.19653930e+07  9.19639368e+07  0.00e+00 4.66e-10  3.84e+00     0s
  14   9.19645014e+07  9.19644993e+07  0.00e+00 1.40e-09  5.50e-03     0s
  15   9.19645000e+07  9.19645000e+07  0.00e+00 4.66e-10  5.50e-06     0s
  16   9.19645000e+07  9.19645000e+07  8.22e-13 9.31e-10  5.51e-09     0s

Barrier solved model in 16 iterations and 0.08 seconds
Optimal objective 9.19645000e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpplwuvv.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93944904e+11 -7.80618498e+09  3.99e+03 2.59e+03  5.05e+09     0s
   1   6.25152285e+10 -3.60919989e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15114640e+09 -1.80327479e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38544201e+09 -1.19478751e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.65545421e+09 -5.48129877e+09  1.28e+01 9.30e+03  4.43e+07     0s
   5   1.00783806e+09 -9.79506094e+08  0.00e+00 5.84e+01  5.35e+06     0s
   6   2.90140781e+08 -6.02981711e+07  0.00e+00 9.31e-10  9.26e+05     0s
   7   1.60462279e+08  7.29979036e+07  0.00e+00 1.86e-09  2.31e+05     0s
   8   1.24034377e+08  1.04879502e+08  0.00e+00 9.31e-10  5.05e+04     0s
   9   1.15566021e+08  1.12528161e+08  0.00e+00 9.31e-10  8.02e+03     0s
  10   1.14178554e+08  1.13566592e+08  0.00e+00 4.66e-10  1.61e+03     0s
  11   1.13841809e+08  1.13740204e+08  0.00e+00 9.31e-10  2.68e+02     0s
  12   1.13780604e+08  1.13774934e+08  0.00e+00 9.31e-10  1.50e+01     0s
  13   1.13777237e+08  1.13777125e+08  0.00e+00 9.31e-10  2.95e-01     0s
  14   1.13777167e+08  1.13777166e+08  0.00e+00 9.31e-10  2.99e-04     0s
  15   1.13777166e+08  1.13777166e+08  0.00e+00 9.31e-10  3.00e-07     0s
  16   1.13777166e+08  1.13777166e+08  6.91e-15 4.66e-10  3.00e-10     0s

Barrier solved model in 16 iterations and 0.03 seconds
Optimal objective 1.13777166e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpahb0wk.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49969016e+11 -7.89766510e+09  3.98e+03 2.05e+03  5.23e+09     0s
   1   7.83259764e+10 -3.73107774e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02854715e+09 -1.86174539e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41263181e+09 -1.23684293e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97475977e+09 -5.61831192e+09  1.16e+01 9.36e+03  4.58e+07     0s
   5   1.07509915e+09 -9.62399943e+08  0.00e+00 3.13e+01  5.44e+06     0s
   6   3.15112164e+08 -4.46692641e+07  0.00e+00 1.40e-09  9.50e+05     0s
   7   1.77691309e+08  8.81202690e+07  0.00e+00 1.86e-09  2.36e+05     0s
   8   1.44834612e+08  1.18440297e+08  0.00e+00 1.86e-09  6.96e+04     0s
   9   1.35464279e+08  1.27619588e+08  0.00e+00 2.33e-10  2.07e+04     0s
  10   1.32406717e+08  1.29861631e+08  0.00e+00 9.31e-10  6.72e+03     0s
  11   1.31153130e+08  1.30772225e+08  0.00e+00 2.33e-10  1.01e+03     0s
  12   1.30940848e+08  1.30918993e+08  0.00e+00 9.31e-10  5.77e+01     0s
  13   1.30928065e+08  1.30927703e+08  0.00e+00 1.86e-09  9.57e-01     0s
  14   1.30927851e+08  1.30927842e+08  0.00e+00 2.91e-10  2.31e-02     0s
  15   1.30927844e+08  1.30927844e+08  1.08e-10 1.86e-09  1.36e-04     0s
  16   1.30927844e+08  1.30927844e+08  9.35e-10 9.31e-10  1.36e-07     0s
  17   1.30927844e+08  1.30927844e+08  1.27e-09 4.66e-10  1.36e-10     0s

Barrier solved model in 17 iterations and 0.01 seconds
Optimal objective 1.30927844e+08

Time queueing subproblems=2.67 seconds
Time loading results into instance Scenario_HighFuelCosts=0.07 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.07 seconds
Time loading results into instance Scenario_LowFuelCosts=0.14 seconds
Time waiting for subproblems=0.28 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.58 Avg: 0.64 Max: 0.72 StdDev: 0.06 (seconds)
Aggregate sub-problem solve time=2.94 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=62501728.4032 Max-Min=290674.58
Converger=normalized-term-diff value is         0.0387 - threshold reached=False
Cumulative run-time=13.42 seconds

Initiating PH iteration=4
Scenario instance preprocessing time=0.51 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpntvesm.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16605151e+11 -7.24560730e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20227127e+10 -3.15682957e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21572815e+09 -1.29190501e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62396231e+09 -8.49976779e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78633771e+09 -3.88594982e+09  1.15e+01 7.51e+03  3.11e+07     0s
   5   7.23253768e+08 -6.52692532e+08  0.00e+00 2.12e+01  3.67e+06     0s
   6   2.26232162e+08 -5.06302828e+07  0.00e+00 6.98e-10  7.31e+05     0s
   7   1.20474163e+08  6.36500602e+07  0.00e+00 1.75e-10  1.50e+05     0s
   8   1.00229764e+08  8.50249759e+07  0.00e+00 1.46e-10  4.01e+04     0s
   9   9.44356765e+07  8.90796365e+07  0.00e+00 5.82e-11  1.41e+04     0s
  10   9.22097609e+07  9.10670527e+07  0.00e+00 2.62e-10  3.02e+03     0s
  11   9.16484325e+07  9.14736854e+07  0.00e+00 1.16e-10  4.61e+02     0s
  12   9.15678523e+07  9.15302942e+07  0.00e+00 2.83e-10  9.91e+01     0s
  13   9.15478114e+07  9.15439834e+07  0.00e+00 9.31e-10  1.01e+01     0s
  14   9.15455709e+07  9.15455017e+07  0.00e+00 4.66e-10  1.83e-01     0s
  15   9.15455306e+07  9.15455295e+07  0.00e+00 6.98e-10  2.93e-03     0s
  16   9.15455299e+07  9.15455299e+07  5.80e-10 9.31e-10  1.72e-05     0s
  17   9.15455299e+07  9.15455299e+07  1.42e-11 9.31e-10  1.72e-08     0s
  18   9.15455299e+07  9.15455299e+07  3.64e-09 4.66e-10  1.72e-11     0s

Barrier solved model in 18 iterations and 0.01 seconds
Optimal objective 9.15455299e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmprgh0c5.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93944059e+11 -7.80657321e+09  3.99e+03 2.53e+03  5.05e+09     0s
   1   6.25148335e+10 -3.60925536e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15082331e+09 -1.80332338e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38513660e+09 -1.19482975e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.65522588e+09 -5.48064891e+09  1.27e+01 9.30e+03  4.43e+07     0s
   5   1.00832912e+09 -9.80178446e+08  0.00e+00 5.93e+01  5.36e+06     0s
   6   2.90287215e+08 -6.01051798e+07  0.00e+00 1.40e-09  9.26e+05     0s
   7   1.60897191e+08  7.23920644e+07  0.00e+00 9.31e-10  2.34e+05     0s
   8   1.24034715e+08  1.04674478e+08  0.00e+00 2.33e-10  5.11e+04     0s
   9   1.15481198e+08  1.12374347e+08  0.00e+00 9.31e-10  8.20e+03     0s
  10   1.14055884e+08  1.13439695e+08  0.00e+00 4.66e-10  1.63e+03     0s
  11   1.13714827e+08  1.13611758e+08  0.00e+00 4.66e-10  2.72e+02     0s
  12   1.13652362e+08  1.13646493e+08  0.00e+00 4.66e-10  1.55e+01     0s
  13   1.13648864e+08  1.13648753e+08  0.00e+00 9.31e-10  2.95e-01     0s
  14   1.13648795e+08  1.13648795e+08  0.00e+00 9.31e-10  2.96e-04     0s
  15   1.13648795e+08  1.13648795e+08  0.00e+00 9.31e-10  2.96e-07     0s
  16   1.13648795e+08  1.13648795e+08  1.22e-14 4.66e-10  2.97e-10     0s

Barrier solved model in 16 iterations and 0.02 seconds
Optimal objective 1.13648795e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpttrcy4.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49968566e+11 -7.89805413e+09  3.98e+03 1.96e+03  5.23e+09     0s
   1   7.83259488e+10 -3.73113096e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02861291e+09 -1.86179073e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41273274e+09 -1.23687798e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97456219e+09 -5.61612835e+09  1.16e+01 9.35e+03  4.58e+07     0s
   5   1.07572142e+09 -9.61972578e+08  0.00e+00 3.12e+01  5.44e+06     0s
   6   3.15298056e+08 -4.42861494e+07  0.00e+00 3.73e-09  9.50e+05     0s
   7   1.77983892e+08  8.82516197e+07  0.00e+00 2.33e-10  2.37e+05     0s
   8   1.45114554e+08  1.18558824e+08  0.00e+00 1.86e-09  7.01e+04     0s
   9   1.36106053e+08  1.27409465e+08  0.00e+00 1.86e-09  2.29e+04     0s
  10   1.32771335e+08  1.29822800e+08  0.00e+00 1.86e-09  7.78e+03     0s
  11   1.31337056e+08  1.30878448e+08  0.00e+00 1.16e-10  1.21e+03     0s
  12   1.31077994e+08  1.31050357e+08  0.00e+00 1.86e-09  7.29e+01     0s
  13   1.31061966e+08  1.31061529e+08  0.00e+00 1.86e-09  1.15e+00     0s
  14   1.31061723e+08  1.31061712e+08  0.00e+00 2.53e-10  2.97e-02     0s
  15   1.31061716e+08  1.31061715e+08  2.59e-10 9.31e-10  3.49e-03     0s
  16   1.31061715e+08  1.31061715e+08  2.79e-10 3.73e-09  1.53e-04     0s
  17   1.31061715e+08  1.31061715e+08  1.86e-10 4.51e-10  3.07e-07     0s
  18   1.31061715e+08  1.31061715e+08  5.75e-09 9.31e-10  3.08e-10     0s

Barrier solved model in 18 iterations and 0.02 seconds
Optimal objective 1.31061715e+08

Time queueing subproblems=2.13 seconds
Time loading results into instance Scenario_HighFuelCosts=0.06 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.18 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.53 Avg: 0.54 Max: 0.55 StdDev: 0.01 (seconds)
Aggregate sub-problem solve time=2.31 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=62272394.5794 Max-Min=213056.22
Converger=normalized-term-diff value is         0.0379 - threshold reached=False
Cumulative run-time=15.87 seconds

Initiating PH iteration=5
Scenario instance preprocessing time=0.55 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmppwoteu.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16604532e+11 -7.24619990e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20226220e+10 -3.15688730e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21572087e+09 -1.29195206e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62403653e+09 -8.50020022e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78658230e+09 -3.88451937e+09  1.15e+01 7.50e+03  3.11e+07     0s
   5   7.23793711e+08 -6.52958077e+08  0.00e+00 2.19e+01  3.67e+06     0s
   6   2.26340552e+08 -5.03966851e+07  0.00e+00 5.82e-10  7.30e+05     0s
   7   1.19972085e+08  6.41364687e+07  0.00e+00 2.33e-10  1.47e+05     0s
   8   9.97430708e+07  8.54012284e+07  0.00e+00 1.16e-10  3.78e+04     0s
   9   9.43207340e+07  8.90626452e+07  0.00e+00 2.91e-11  1.39e+04     0s
  10   9.21019005e+07  9.10244968e+07  0.00e+00 1.16e-10  2.84e+03     0s
  11   9.15889607e+07  9.13952498e+07  0.00e+00 7.91e-11  5.11e+02     0s
  12   9.14905907e+07  9.14630636e+07  0.00e+00 2.85e-10  7.26e+01     0s
  13   9.14767855e+07  9.14720554e+07  0.00e+00 9.31e-10  1.25e+01     0s
  14   9.14740615e+07  9.14738996e+07  0.00e+00 9.31e-10  4.27e-01     0s
  15   9.14739685e+07  9.14739678e+07  0.00e+00 4.66e-10  1.97e-03     0s
  16   9.14739682e+07  9.14739682e+07  8.44e-13 4.66e-10  2.01e-06     0s
  17   9.14739682e+07  9.14739682e+07  2.92e-12 4.66e-10  2.01e-09     0s

Barrier solved model in 17 iterations and 0.03 seconds
Optimal objective 9.14739682e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpq7rfcg.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93943267e+11 -7.80673722e+09  3.99e+03 2.48e+03  5.05e+09     0s
   1   6.25144870e+10 -3.60929486e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15058143e+09 -1.80336176e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38491268e+09 -1.19486461e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.65527628e+09 -5.48200265e+09  1.28e+01 9.30e+03  4.43e+07     0s
   5   1.00869948e+09 -9.81259471e+08  0.00e+00 6.07e+01  5.36e+06     0s
   6   2.90281640e+08 -6.02594839e+07  0.00e+00 1.86e-09  9.26e+05     0s
   7   1.61224971e+08  7.15581104e+07  0.00e+00 9.31e-10  2.37e+05     0s
   8   1.23853080e+08  1.04331787e+08  0.00e+00 9.31e-10  5.15e+04     0s
   9   1.15186308e+08  1.12129612e+08  0.00e+00 1.40e-09  8.07e+03     0s
  10   1.13784728e+08  1.13175413e+08  0.00e+00 4.66e-10  1.61e+03     0s
  11   1.13446320e+08  1.13345064e+08  0.00e+00 4.66e-10  2.67e+02     0s
  12   1.13384827e+08  1.13379250e+08  0.00e+00 9.31e-10  1.47e+01     0s
  13   1.13381489e+08  1.13381391e+08  0.00e+00 4.66e-10  2.59e-01     0s
  14   1.13381429e+08  1.13381428e+08  0.00e+00 9.31e-10  2.60e-04     0s
  15   1.13381428e+08  1.13381428e+08  0.00e+00 4.66e-10  2.61e-07     0s
  16   1.13381428e+08  1.13381428e+08  1.15e-14 4.66e-10  2.61e-10     0s

Barrier solved model in 16 iterations and 0.03 seconds
Optimal objective 1.13381428e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmphctqgc.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49968117e+11 -7.89821885e+09  3.98e+03 1.87e+03  5.23e+09     0s
   1   7.83258946e+10 -3.73116680e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02866479e+09 -1.86182379e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41279666e+09 -1.23690206e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97471329e+09 -5.61576739e+09  1.16e+01 9.35e+03  4.58e+07     0s
   5   1.07634629e+09 -9.62008635e+08  0.00e+00 3.09e+01  5.44e+06     0s
   6   3.15419547e+08 -4.41048565e+07  0.00e+00 1.86e-09  9.49e+05     0s
   7   1.78166832e+08  8.82769906e+07  0.00e+00 9.31e-10  2.37e+05     0s
   8   1.45242007e+08  1.18628236e+08  0.00e+00 1.86e-09  7.02e+04     0s
   9   1.36498547e+08  1.27096356e+08  0.00e+00 9.31e-10  2.48e+04     0s
  10   1.32546572e+08  1.30150843e+08  0.00e+00 1.86e-09  6.32e+03     0s
  11   1.31360077e+08  1.30992512e+08  0.00e+00 1.16e-10  9.70e+02     0s
  12   1.31154968e+08  1.31133378e+08  0.00e+00 1.86e-09  5.70e+01     0s
  13   1.31142312e+08  1.31141930e+08  0.00e+00 1.86e-09  1.01e+00     0s
  14   1.31142143e+08  1.31142130e+08  0.00e+00 9.31e-10  3.50e-02     0s
  15   1.31142142e+08  1.31142142e+08  0.00e+00 1.40e-09  5.14e-04     0s
  16   1.31142142e+08  1.31142142e+08  1.94e-11 3.73e-09  5.13e-07     0s
  17   1.31142142e+08  1.31142142e+08  1.33e-11 1.86e-09  5.13e-10     0s

Barrier solved model in 17 iterations and 0.01 seconds
Optimal objective 1.31142142e+08

Time queueing subproblems=2.06 seconds
Time loading results into instance Scenario_HighFuelCosts=0.07 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.07 seconds
Time waiting for subproblems=0.19 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.47 Avg: 0.50 Max: 0.56 StdDev: 0.04 (seconds)
Aggregate sub-problem solve time=2.25 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.09 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=62071091.0991 Max-Min=204461.76
Converger=normalized-term-diff value is         0.0821 - threshold reached=False
Cumulative run-time=18.22 seconds

Initiating PH iteration=6
Scenario instance preprocessing time=0.59 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmptskjie.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16603965e+11 -7.24670292e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20224682e+10 -3.15693647e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21563545e+09 -1.29199197e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62394233e+09 -8.50038092e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78672421e+09 -3.88497454e+09  1.15e+01 7.50e+03  3.11e+07     0s
   5   7.24106468e+08 -6.53710270e+08  0.00e+00 2.34e+01  3.68e+06     0s
   6   2.26296517e+08 -5.04824059e+07  0.00e+00 4.66e-10  7.31e+05     0s
   7   1.19468133e+08  6.42594739e+07  0.00e+00 4.07e-10  1.46e+05     0s
   8   9.93582255e+07  8.53777235e+07  0.00e+00 1.16e-10  3.69e+04     0s
   9   9.41399991e+07  8.88531182e+07  0.00e+00 1.24e-10  1.39e+04     0s
  10   9.18605757e+07  9.08380008e+07  0.00e+00 2.33e-10  2.70e+03     0s
  11   9.13676607e+07  9.11930714e+07  0.00e+00 2.76e-10  4.61e+02     0s
  12   9.12852539e+07  9.12484329e+07  0.00e+00 5.82e-11  9.72e+01     0s
  13   9.12647486e+07  9.12618796e+07  0.00e+00 4.66e-10  7.57e+00     0s
  14   9.12630011e+07  9.12629798e+07  0.00e+00 4.66e-10  5.63e-02     0s
  15   9.12629865e+07  9.12629848e+07  0.00e+00 4.66e-10  4.57e-03     0s
  16   9.12629851e+07  9.12629850e+07  7.48e-10 4.66e-10  1.67e-04     0s
  17   9.12629850e+07  9.12629850e+07  4.99e-10 9.31e-10  3.11e-07     0s
  18   9.12629850e+07  9.12629850e+07  1.44e-09 1.40e-09  3.11e-10     0s

Barrier solved model in 18 iterations and 0.02 seconds
Optimal objective 9.12629850e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpm6utz_.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93942670e+11 -7.80690025e+09  3.99e+03 2.44e+03  5.05e+09     0s
   1   6.25142861e+10 -3.60933200e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15049923e+09 -1.80339755e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38506534e+09 -1.19494323e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.65542161e+09 -5.48271639e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.00915886e+09 -9.82020104e+08  0.00e+00 6.13e+01  5.37e+06     0s
   6   2.90293683e+08 -6.03264263e+07  0.00e+00 1.63e-09  9.26e+05     0s
   7   1.61466885e+08  7.10043044e+07  0.00e+00 4.66e-10  2.39e+05     0s
   8   1.23777960e+08  1.04097173e+08  0.00e+00 9.31e-10  5.19e+04     0s
   9   1.14979225e+08  1.11999510e+08  0.00e+00 9.31e-10  7.86e+03     0s
  10   1.13614278e+08  1.13014820e+08  0.00e+00 9.31e-10  1.58e+03     0s
  11   1.13279818e+08  1.13181285e+08  0.00e+00 4.66e-10  2.60e+02     0s
  12   1.13219897e+08  1.13214599e+08  0.00e+00 9.31e-10  1.40e+01     0s
  13   1.13216712e+08  1.13216627e+08  0.00e+00 1.86e-09  2.25e-01     0s
  14   1.13216659e+08  1.13216659e+08  0.00e+00 4.66e-10  2.26e-04     0s
  15   1.13216659e+08  1.13216659e+08  0.00e+00 9.31e-10  2.26e-07     0s
  16   1.13216659e+08  1.13216659e+08  1.51e-14 9.31e-10  2.27e-10     0s

Barrier solved model in 16 iterations and 0.01 seconds
Optimal objective 1.13216659e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpsepxu2.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49967809e+11 -7.89838249e+09  3.98e+03 1.79e+03  5.23e+09     0s
   1   7.83259275e+10 -3.73120013e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02880828e+09 -1.86185369e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41322930e+09 -1.23697050e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97479148e+09 -5.61481301e+09  1.16e+01 9.34e+03  4.58e+07     0s
   5   1.07684500e+09 -9.61491238e+08  0.00e+00 2.97e+01  5.44e+06     0s
   6   3.15434880e+08 -4.38966658e+07  0.00e+00 9.31e-10  9.49e+05     0s
   7   1.78329859e+08  8.83333425e+07  0.00e+00 1.40e-09  2.37e+05     0s
   8   1.45418404e+08  1.18724626e+08  0.00e+00 9.31e-10  7.04e+04     0s
   9   1.36700210e+08  1.27147376e+08  0.00e+00 9.31e-10  2.52e+04     0s
  10   1.32892939e+08  1.30127240e+08  0.00e+00 2.33e-10  7.30e+03     0s
  11   1.31534145e+08  1.31101487e+08  0.00e+00 1.86e-09  1.14e+03     0s
  12   1.31285954e+08  1.31261463e+08  0.00e+00 1.86e-09  6.46e+01     0s
  13   1.31271503e+08  1.31271012e+08  0.00e+00 9.31e-10  1.30e+00     0s
  14   1.31271209e+08  1.31271205e+08  0.00e+00 9.31e-10  8.76e-03     0s
  15   1.31271207e+08  1.31271207e+08  3.06e-10 1.86e-09  8.78e-06     0s
  16   1.31271207e+08  1.31271207e+08  6.12e-11 2.55e-10  8.79e-09     0s

Barrier solved model in 16 iterations and 0.04 seconds
Optimal objective 1.31271207e+08

Time queueing subproblems=2.60 seconds
Time loading results into instance Scenario_HighFuelCosts=0.09 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.21 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.47 Avg: 0.67 Max: 0.86 StdDev: 0.16 (seconds)
Aggregate sub-problem solve time=2.81 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=61889030.1025 Max-Min=201172.95
Converger=normalized-term-diff value is         0.0746 - threshold reached=False
Cumulative run-time=21.11 seconds

Initiating PH iteration=7
Scenario instance preprocessing time=0.57 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmprs5srj.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16603468e+11 -7.24710053e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20223821e+10 -3.15697502e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21561884e+09 -1.29202119e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62371644e+09 -8.49982097e+09  5.21e+01 3.18e+04  8.92e+07     0s
   4   1.78697063e+09 -3.88505937e+09  1.15e+01 7.50e+03  3.11e+07     0s
   5   7.24321722e+08 -6.53988534e+08  0.00e+00 2.47e+01  3.68e+06     0s
   6   2.26203266e+08 -5.06392844e+07  0.00e+00 4.66e-10  7.31e+05     0s
   7   1.19239525e+08  6.40436531e+07  0.00e+00 3.49e-10  1.46e+05     0s
   8   9.91612864e+07  8.51441126e+07  0.00e+00 8.73e-11  3.70e+04     0s
   9   9.40240718e+07  8.85532780e+07  0.00e+00 2.47e-10  1.44e+04     0s
  10   9.18270397e+07  9.04500483e+07  0.00e+00 1.16e-10  3.63e+03     0s
  11   9.11930345e+07  9.09465458e+07  0.00e+00 2.91e-11  6.50e+02     0s
  12   9.10717462e+07  9.10322571e+07  0.00e+00 1.02e-10  1.04e+02     0s
  13   9.10513648e+07  9.10453012e+07  0.00e+00 9.31e-10  1.60e+01     0s
  14   9.10477633e+07  9.10477456e+07  0.00e+00 4.66e-10  4.68e-02     0s
  15   9.10477559e+07  9.10477558e+07  0.00e+00 9.31e-10  1.57e-04     0s
  16   9.10477559e+07  9.10477559e+07  1.99e-10 9.31e-10  1.57e-07     0s
  17   9.10477559e+07  9.10477559e+07  3.79e-10 9.31e-10  1.57e-10     0s

Barrier solved model in 17 iterations and 0.02 seconds
Optimal objective 9.10477559e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpr7fpjb.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93942154e+11 -7.80695662e+09  3.99e+03 2.40e+03  5.05e+09     0s
   1   6.25141474e+10 -3.60935747e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15046419e+09 -1.80342131e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38559783e+09 -1.19509338e+10  5.55e+01 3.86e+04  1.25e+08     0s
   4   2.65557169e+09 -5.48385720e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.00979272e+09 -9.83042445e+08  0.00e+00 6.17e+01  5.37e+06     0s
   6   2.90339480e+08 -6.04132715e+07  0.00e+00 1.40e-09  9.27e+05     0s
   7   1.61783513e+08  7.04382913e+07  0.00e+00 4.66e-10  2.41e+05     0s
   8   1.23736497e+08  1.03908091e+08  0.00e+00 9.31e-10  5.23e+04     0s
   9   1.14890505e+08  1.11843959e+08  0.00e+00 5.82e-10  8.04e+03     0s
  10   1.13494936e+08  1.12890435e+08  0.00e+00 9.31e-10  1.60e+03     0s
  11   1.13158252e+08  1.13057802e+08  0.00e+00 4.66e-10  2.65e+02     0s
  12   1.13096987e+08  1.13091823e+08  0.00e+00 4.66e-10  1.36e+01     0s
  13   1.13093893e+08  1.13093804e+08  0.00e+00 9.31e-10  2.36e-01     0s
  14   1.13093838e+08  1.13093838e+08  0.00e+00 9.31e-10  2.37e-04     0s
  15   1.13093838e+08  1.13093838e+08  0.00e+00 9.31e-10  2.37e-07     0s
  16   1.13093838e+08  1.13093838e+08  3.11e-15 9.31e-10  2.37e-10     0s

Barrier solved model in 16 iterations and 0.01 seconds
Optimal objective 1.13093838e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpbotyh9.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49967561e+11 -7.89843943e+09  3.98e+03 1.73e+03  5.23e+09     0s
   1   7.83260106e+10 -3.73122239e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02898784e+09 -1.86187211e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41415169e+09 -1.23711290e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97495300e+09 -5.61462965e+09  1.16e+01 9.34e+03  4.58e+07     0s
   5   1.07745067e+09 -9.61213235e+08  0.00e+00 2.81e+01  5.44e+06     0s
   6   3.15432179e+08 -4.37436289e+07  0.00e+00 1.86e-09  9.48e+05     0s
   7   1.78472652e+08  8.83536015e+07  0.00e+00 9.31e-10  2.38e+05     0s
   8   1.45560319e+08  1.18783853e+08  0.00e+00 9.31e-10  7.07e+04     0s
   9   1.36760954e+08  1.27268031e+08  0.00e+00 2.33e-10  2.50e+04     0s
  10   1.32795294e+08  1.30424975e+08  0.00e+00 9.31e-10  6.25e+03     0s
  11   1.31604895e+08  1.31222321e+08  0.00e+00 9.31e-10  1.01e+03     0s
  12   1.31381737e+08  1.31359908e+08  0.00e+00 1.86e-09  5.76e+01     0s
  13   1.31368729e+08  1.31368307e+08  0.00e+00 3.73e-09  1.11e+00     0s
  14   1.31368511e+08  1.31368504e+08  0.00e+00 1.86e-09  1.85e-02     0s
  15   1.31368510e+08  1.31368510e+08  0.00e+00 1.86e-09  8.93e-05     0s
  16   1.31368510e+08  1.31368510e+08  6.13e-14 1.86e-09  8.92e-08     0s
  17   1.31368510e+08  1.31368510e+08  4.51e-13 4.66e-10  8.93e-11     0s

Barrier solved model in 17 iterations and 0.03 seconds
Optimal objective 1.31368510e+08

Time queueing subproblems=1.93 seconds
Time loading results into instance Scenario_HighFuelCosts=0.08 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.07 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.21 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.44 Avg: 0.45 Max: 0.47 StdDev: 0.01 (seconds)
Aggregate sub-problem solve time=2.14 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=61645389.7067 Max-Min=167461.52
Converger=normalized-term-diff value is         0.0746 - threshold reached=False
Cumulative run-time=23.40 seconds

Initiating PH iteration=8
Scenario instance preprocessing time=0.56 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpo_dlpx.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16602982e+11 -7.24752037e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20223318e+10 -3.15701584e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21564506e+09 -1.29205246e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62330997e+09 -8.49853315e+09  5.21e+01 3.18e+04  8.91e+07     0s
   4   1.78731890e+09 -3.88436678e+09  1.15e+01 7.50e+03  3.11e+07     0s
   5   7.24551410e+08 -6.53918918e+08  0.00e+00 2.61e+01  3.68e+06     0s
   6   2.26070231e+08 -5.08281183e+07  0.00e+00 9.31e-10  7.31e+05     0s
   7   1.18949080e+08  6.37736196e+07  0.00e+00 3.49e-10  1.46e+05     0s
   8   9.87924323e+07  8.49367209e+07  0.00e+00 5.82e-11  3.66e+04     0s
   9   9.37548490e+07  8.82429188e+07  0.00e+00 5.82e-11  1.45e+04     0s
  10   9.16179784e+07  9.00713763e+07  0.00e+00 3.22e-10  4.08e+03     0s
  11   9.09096132e+07  9.06401726e+07  0.00e+00 5.82e-11  7.11e+02     0s
  12   9.07803505e+07  9.07352862e+07  0.00e+00 1.29e-10  1.19e+02     0s
  13   9.07571719e+07  9.07503338e+07  0.00e+00 4.66e-10  1.80e+01     0s
  14   9.07531063e+07  9.07530892e+07  0.00e+00 4.66e-10  4.50e-02     0s
  15   9.07530961e+07  9.07530961e+07  0.00e+00 4.66e-10  4.51e-05     0s
  16   9.07530961e+07  9.07530961e+07  4.85e-13 4.66e-10  4.52e-08     0s
  17   9.07530961e+07  9.07530961e+07  1.18e-12 4.66e-10  4.52e-11     0s

Barrier solved model in 17 iterations and 0.01 seconds
Optimal objective 9.07530961e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpo9krme.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.01s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93941933e+11 -7.80701401e+09  3.99e+03 2.36e+03  5.05e+09     0s
   1   6.25141920e+10 -3.60937602e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15057740e+09 -1.80343516e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38633797e+09 -1.19524729e+10  5.55e+01 3.86e+04  1.25e+08     0s
   4   2.65583058e+09 -5.48458215e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.01064157e+09 -9.83833566e+08  0.00e+00 6.19e+01  5.38e+06     0s
   6   2.90515026e+08 -6.03689502e+07  0.00e+00 1.86e-09  9.27e+05     0s
   7   1.62075932e+08  7.01761935e+07  0.00e+00 2.33e-10  2.43e+05     0s
   8   1.23805513e+08  1.03862007e+08  0.00e+00 1.86e-09  5.26e+04     0s
   9   1.14943138e+08  1.11804163e+08  0.00e+00 1.86e-09  8.28e+03     0s
  10   1.13504983e+08  1.12891617e+08  0.00e+00 2.33e-10  1.62e+03     0s
  11   1.13164671e+08  1.13061670e+08  0.00e+00 4.66e-10  2.72e+02     0s
  12   1.13101728e+08  1.13096650e+08  0.00e+00 9.31e-10  1.34e+01     0s
  13   1.13098701e+08  1.13098605e+08  0.00e+00 1.86e-09  2.54e-01     0s
  14   1.13098641e+08  1.13098641e+08  0.00e+00 4.66e-10  2.55e-04     0s
  15   1.13098641e+08  1.13098641e+08  0.00e+00 9.31e-10  2.56e-07     0s
  16   1.13098641e+08  1.13098641e+08  2.83e-14 9.31e-10  2.56e-10     0s

Barrier solved model in 16 iterations and 0.02 seconds
Optimal objective 1.13098641e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmp3crq58.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49967446e+11 -7.89849703e+09  3.98e+03 1.67e+03  5.23e+09     0s
   1   7.83261518e+10 -3.73124012e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02919849e+09 -1.86188427e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41519132e+09 -1.23726574e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97524007e+09 -5.61495859e+09  1.16e+01 9.34e+03  4.58e+07     0s
   5   1.07806534e+09 -9.61040532e+08  0.00e+00 2.66e+01  5.44e+06     0s
   6   3.15409256e+08 -4.36439369e+07  0.00e+00 1.86e-09  9.48e+05     0s
   7   1.78583841e+08  8.83454325e+07  0.00e+00 9.31e-10  2.38e+05     0s
   8   1.45649982e+08  1.18807923e+08  0.00e+00 9.31e-10  7.08e+04     0s
   9   1.36671393e+08  1.27450233e+08  0.00e+00 9.31e-10  2.43e+04     0s
  10   1.32894816e+08  1.30435792e+08  0.00e+00 1.86e-09  6.49e+03     0s
  11   1.31677653e+08  1.31269638e+08  0.00e+00 9.31e-10  1.08e+03     0s
  12   1.31436343e+08  1.31406063e+08  0.00e+00 3.73e-09  7.99e+01     0s
  13   1.31417820e+08  1.31417006e+08  0.00e+00 1.86e-09  2.15e+00     0s
  14   1.31417332e+08  1.31417303e+08  0.00e+00 1.86e-09  7.50e-02     0s
  15   1.31417317e+08  1.31417313e+08  0.00e+00 1.86e-09  8.75e-03     0s
  16   1.31417315e+08  1.31417315e+08  0.00e+00 1.86e-09  7.81e-04     0s
  17   1.31417315e+08  1.31417315e+08  0.00e+00 9.31e-10  2.46e-05     0s
  18   1.31417315e+08  1.31417315e+08  6.75e-14 9.31e-10  2.43e-08     0s
  19   1.31417315e+08  1.31417315e+08  4.51e-13 1.86e-09  2.43e-11     0s

Barrier solved model in 19 iterations and 0.03 seconds
Optimal objective 1.31417315e+08

Time queueing subproblems=2.78 seconds
Time loading results into instance Scenario_HighFuelCosts=0.06 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.18 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.48 Avg: 0.74 Max: 0.91 StdDev: 0.19 (seconds)
Aggregate sub-problem solve time=2.96 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=61396043.5566 Max-Min=61631.45
Converger=normalized-term-diff value is         0.0449 - threshold reached=False
Cumulative run-time=26.45 seconds

Initiating PH iteration=9
Scenario instance preprocessing time=0.57 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpc8dckw.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16602689e+11 -7.24782622e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20224120e+10 -3.15704527e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21578780e+09 -1.29207271e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62294204e+09 -8.49688652e+09  5.21e+01 3.18e+04  8.91e+07     0s
   4   1.78779288e+09 -3.88319358e+09  1.15e+01 7.49e+03  3.11e+07     0s
   5   7.24913348e+08 -6.53614623e+08  0.00e+00 2.75e+01  3.68e+06     0s
   6   2.26045984e+08 -5.08936616e+07  0.00e+00 5.82e-10  7.31e+05     0s
   7   1.18762362e+08  6.36075537e+07  0.00e+00 8.15e-10  1.46e+05     0s
   8   9.85082179e+07  8.48271729e+07  0.00e+00 2.33e-10  3.61e+04     0s
   9   9.36780240e+07  8.79621871e+07  0.00e+00 6.04e-10  1.51e+04     0s
  10   9.14448054e+07  8.98282532e+07  0.00e+00 1.16e-10  4.27e+03     0s
  11   9.07233574e+07  9.04165630e+07  0.00e+00 8.91e-11  8.09e+02     0s
  12   9.05730314e+07  9.05226490e+07  0.00e+00 2.05e-10  1.33e+02     0s
  13   9.05457215e+07  9.05396878e+07  0.00e+00 4.66e-10  1.59e+01     0s
  14   9.05422030e+07  9.05421665e+07  0.00e+00 9.31e-10  9.64e-02     0s
  15   9.05421820e+07  9.05421819e+07  0.00e+00 9.31e-10  9.67e-05     0s
  16   9.05421819e+07  9.05421819e+07  1.27e-12 4.66e-10  9.67e-08     0s
  17   9.05421819e+07  9.05421819e+07  2.65e-13 4.66e-10  9.68e-11     0s

Barrier solved model in 17 iterations and 0.05 seconds
Optimal objective 9.05421819e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpbiyps6.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93941755e+11 -7.80701882e+09  3.99e+03 2.30e+03  5.05e+09     0s
   1   6.25142956e+10 -3.60939028e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15075574e+09 -1.80344480e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38695807e+09 -1.19535134e+10  5.55e+01 3.86e+04  1.25e+08     0s
   4   2.65614683e+09 -5.48477758e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.01144478e+09 -9.84158792e+08  0.00e+00 6.16e+01  5.38e+06     0s
   6   2.90662460e+08 -6.02985548e+07  0.00e+00 1.86e-09  9.27e+05     0s
   7   1.62371646e+08  6.98986239e+07  0.00e+00 1.86e-09  2.44e+05     0s
   8   1.23853255e+08  1.03803954e+08  0.00e+00 4.66e-10  5.29e+04     0s
   9   1.14981336e+08  1.11736907e+08  0.00e+00 9.31e-10  8.56e+03     0s
  10   1.13494192e+08  1.12869096e+08  0.00e+00 9.31e-10  1.65e+03     0s
  11   1.13149505e+08  1.13043356e+08  0.00e+00 1.16e-10  2.80e+02     0s
  12   1.13084496e+08  1.13079509e+08  0.00e+00 9.31e-10  1.32e+01     0s
  13   1.13081541e+08  1.13081437e+08  0.00e+00 4.66e-10  2.75e-01     0s
  14   1.13081477e+08  1.13081477e+08  0.00e+00 6.98e-10  2.76e-04     0s
  15   1.13081477e+08  1.13081477e+08  0.00e+00 9.31e-10  2.76e-07     0s
  16   1.13081477e+08  1.13081477e+08  6.95e-15 4.66e-10  2.77e-10     0s

Barrier solved model in 16 iterations and 0.01 seconds
Optimal objective 1.13081477e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpejcdxo.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49967267e+11 -7.89850185e+09  3.98e+03 1.62e+03  5.23e+09     0s
   1   7.83262576e+10 -3.73125443e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02937843e+09 -1.86189381e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41594558e+09 -1.23737073e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97547937e+09 -5.61504418e+09  1.16e+01 9.34e+03  4.58e+07     0s
   5   1.07846640e+09 -9.60529047e+08  0.00e+00 2.46e+01  5.43e+06     0s
   6   3.15298092e+08 -4.35956456e+07  0.00e+00 1.86e-09  9.48e+05     0s
   7   1.78641545e+08  8.82966487e+07  0.00e+00 1.86e-09  2.38e+05     0s
   8   1.45666622e+08  1.18777038e+08  0.00e+00 4.66e-10  7.10e+04     0s
   9   1.36551984e+08  1.27534098e+08  0.00e+00 1.86e-09  2.38e+04     0s
  10   1.32861556e+08  1.30430443e+08  0.00e+00 9.31e-10  6.41e+03     0s
  11   1.31655510e+08  1.31255613e+08  0.00e+00 1.86e-09  1.06e+03     0s
  12   1.31418068e+08  1.31389773e+08  0.00e+00 1.86e-09  7.47e+01     0s
  13   1.31400649e+08  1.31399899e+08  0.00e+00 9.31e-10  1.98e+00     0s
  14   1.31400166e+08  1.31400147e+08  0.00e+00 1.86e-09  4.85e-02     0s
  15   1.31400152e+08  1.31400151e+08  0.00e+00 2.33e-10  3.42e-03     0s
  16   1.31400151e+08  1.31400151e+08  0.00e+00 1.86e-09  6.39e-05     0s
  17   1.31400151e+08  1.31400151e+08  8.88e-15 1.86e-09  6.51e-08     0s
  18   1.31400151e+08  1.31400151e+08  8.99e-13 1.86e-09  6.52e-11     0s

Barrier solved model in 18 iterations and 0.01 seconds
Optimal objective 1.31400151e+08

Time queueing subproblems=2.59 seconds
Time loading results into instance Scenario_HighFuelCosts=0.11 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.17 seconds
Time loading results into instance Scenario_LowFuelCosts=0.07 seconds
Time waiting for subproblems=0.36 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.63 Avg: 0.67 Max: 0.72 StdDev: 0.04 (seconds)
Aggregate sub-problem solve time=2.94 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.09 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=61174890.8340 Max-Min=50487.71
Converger=normalized-term-diff value is         0.0153 - threshold reached=False
Cumulative run-time=29.54 seconds

Initiating PH iteration=10
Scenario instance preprocessing time=0.60 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpptsnkt.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16602440e+11 -7.24804366e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20225355e+10 -3.15706583e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21597234e+09 -1.29208425e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62272700e+09 -8.49553710e+09  5.21e+01 3.18e+04  8.91e+07     0s
   4   1.78826276e+09 -3.88206830e+09  1.15e+01 7.49e+03  3.11e+07     0s
   5   7.25391388e+08 -6.53421179e+08  0.00e+00 2.89e+01  3.69e+06     0s
   6   2.26082668e+08 -5.09329531e+07  0.00e+00 1.16e-09  7.31e+05     0s
   7   1.18639206e+08  6.34946980e+07  0.00e+00 3.49e-10  1.46e+05     0s
   8   9.83359346e+07  8.46945401e+07  0.00e+00 1.31e-10  3.60e+04     0s
   9   9.36992291e+07  8.76909798e+07  0.00e+00 2.76e-10  1.59e+04     0s
  10   9.12829623e+07  8.96534028e+07  0.00e+00 5.82e-11  4.30e+03     0s
  11   9.05524386e+07  9.02419470e+07  0.00e+00 2.91e-11  8.19e+02     0s
  12   9.03972415e+07  9.03475724e+07  0.00e+00 2.79e-10  1.31e+02     0s
  13   9.03704957e+07  9.03634924e+07  0.00e+00 4.66e-10  1.85e+01     0s
  14   9.03664316e+07  9.03663915e+07  0.00e+00 9.31e-10  1.06e-01     0s
  15   9.03664148e+07  9.03664144e+07  0.00e+00 1.31e-10  1.22e-03     0s
  16   9.03664147e+07  9.03664147e+07  6.87e-10 4.66e-10  1.55e-06     0s
  17   9.03664147e+07  9.03664147e+07  1.01e-09 3.52e-10  1.56e-09     0s

Barrier solved model in 17 iterations and 0.04 seconds
Optimal objective 9.03664147e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpoopiuw.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93941607e+11 -7.80693444e+09  3.99e+03 2.25e+03  5.05e+09     0s
   1   6.25144469e+10 -3.60939670e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15098890e+09 -1.80344729e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38731944e+09 -1.19537267e+10  5.55e+01 3.86e+04  1.25e+08     0s
   4   2.65652327e+09 -5.48441551e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.01208698e+09 -9.83893175e+08  0.00e+00 6.10e+01  5.38e+06     0s
   6   2.90767796e+08 -6.02010183e+07  0.00e+00 1.40e-09  9.27e+05     0s
   7   1.62675276e+08  6.96213140e+07  0.00e+00 4.66e-10  2.46e+05     0s
   8   1.23893928e+08  1.03741651e+08  0.00e+00 9.31e-10  5.32e+04     0s
   9   1.14992884e+08  1.11669792e+08  0.00e+00 9.31e-10  8.77e+03     0s
  10   1.13464809e+08  1.12828471e+08  0.00e+00 4.66e-10  1.68e+03     0s
  11   1.13115916e+08  1.13006425e+08  0.00e+00 9.31e-10  2.89e+02     0s
  12   1.13048577e+08  1.13043579e+08  0.00e+00 9.31e-10  1.32e+01     0s
  13   1.13045618e+08  1.13045491e+08  0.00e+00 9.31e-10  3.35e-01     0s
  14   1.13045537e+08  1.13045536e+08  0.00e+00 9.31e-10  2.00e-03     0s
  15   1.13045536e+08  1.13045536e+08  0.00e+00 9.31e-10  1.97e-06     0s
  16   1.13045536e+08  1.13045536e+08  2.90e-14 9.31e-10  1.97e-09     0s

Barrier solved model in 16 iterations and 0.05 seconds
Optimal objective 1.13045536e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpacpnge.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49967115e+11 -7.89841748e+09  3.98e+03 1.57e+03  5.23e+09     0s
   1   7.83264096e+10 -3.73126096e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02961185e+09 -1.86189627e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41633681e+09 -1.23739236e+10  5.17e+01 3.95e+04  1.31e+08     0s
   4   2.97577462e+09 -5.61459264e+09  1.16e+01 9.34e+03  4.58e+07     0s
   5   1.07869878e+09 -9.59424700e+08  0.00e+00 2.23e+01  5.43e+06     0s
   6   3.15146967e+08 -4.35241056e+07  0.00e+00 1.86e-09  9.47e+05     0s
   7   1.78688503e+08  8.82685978e+07  0.00e+00 1.75e-10  2.39e+05     0s
   8   1.45667352e+08  1.18749931e+08  0.00e+00 1.86e-09  7.10e+04     0s
   9   1.36433887e+08  1.27595134e+08  0.00e+00 9.31e-10  2.33e+04     0s
  10   1.32786768e+08  1.30390780e+08  0.00e+00 1.86e-09  6.32e+03     0s
  11   1.31576943e+08  1.31228394e+08  0.00e+00 2.33e-10  9.20e+02     0s
  12   1.31373697e+08  1.31358596e+08  0.00e+00 1.86e-09  3.98e+01     0s
  13   1.31364468e+08  1.31364105e+08  0.00e+00 1.86e-09  9.58e-01     0s
  14   1.31364224e+08  1.31364208e+08  0.00e+00 1.86e-09  4.12e-02     0s
  15   1.31364211e+08  1.31364210e+08  0.00e+00 1.86e-09  2.24e-03     0s
  16   1.31364210e+08  1.31364210e+08  0.00e+00 1.86e-09  1.88e-05     0s
  17   1.31364210e+08  1.31364210e+08  2.00e-14 2.33e-09  1.88e-08     0s
  18   1.31364210e+08  1.31364210e+08  4.80e-14 1.86e-09  1.88e-11     0s

Barrier solved model in 18 iterations and 0.01 seconds
Optimal objective 1.31364210e+08

Time queueing subproblems=2.15 seconds
Time loading results into instance Scenario_HighFuelCosts=0.07 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.19 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.49 Avg: 0.52 Max: 0.55 StdDev: 0.03 (seconds)
Aggregate sub-problem solve time=2.34 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.10 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=60966341.9560 Max-Min=15372.94
Converger=normalized-term-diff value is         0.0149 - threshold reached=False
Cumulative run-time=31.97 seconds

Initiating PH iteration=11
Scenario instance preprocessing time=0.52 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpfnmpx5.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [6e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16602304e+11 -7.24815735e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20227482e+10 -3.15707599e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21623772e+09 -1.29208551e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62280950e+09 -8.49479732e+09  5.21e+01 3.18e+04  8.91e+07     0s
   4   1.78876411e+09 -3.88123573e+09  1.15e+01 7.49e+03  3.11e+07     0s
   5   7.26062332e+08 -6.53419332e+08  0.00e+00 3.02e+01  3.69e+06     0s
   6   2.26203202e+08 -5.09285187e+07  0.00e+00 6.98e-10  7.32e+05     0s
   7   1.18601697e+08  6.34595338e+07  0.00e+00 2.33e-10  1.45e+05     0s
   8   9.82784450e+07  8.46013743e+07  0.00e+00 1.82e-10  3.61e+04     0s
   9   9.37546954e+07  8.75322762e+07  0.00e+00 1.41e-10  1.64e+04     0s
  10   9.12486900e+07  8.95253223e+07  0.00e+00 1.16e-10  4.55e+03     0s
  11   9.04688517e+07  9.01445473e+07  0.00e+00 9.58e-11  8.56e+02     0s
  12   9.03011266e+07  9.02553556e+07  0.00e+00 1.16e-10  1.21e+02     0s
  13   9.02769904e+07  9.02688246e+07  0.00e+00 9.31e-10  2.15e+01     0s
  14   9.02721408e+07  9.02721086e+07  0.00e+00 4.66e-10  8.48e-02     0s
  15   9.02721168e+07  9.02721161e+07  7.05e-11 9.31e-10  1.67e-03     0s
  16   9.02721162e+07  9.02721162e+07  3.46e-09 9.31e-10  3.54e-06     0s
  17   9.02721162e+07  9.02721162e+07  5.54e-09 4.66e-10  3.54e-09     0s

Barrier solved model in 17 iterations and 0.03 seconds
Optimal objective 9.02721162e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpusyyap.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [6e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93941494e+11 -7.80676604e+09  3.99e+03 2.19e+03  5.05e+09     0s
   1   6.25146544e+10 -3.60939608e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15128839e+09 -1.80344363e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38755398e+09 -1.19534063e+10  5.55e+01 3.86e+04  1.25e+08     0s
   4   2.65698170e+09 -5.48370029e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.01264285e+09 -9.83172512e+08  0.00e+00 6.00e+01  5.38e+06     0s
   6   2.90836874e+08 -6.00827340e+07  0.00e+00 1.86e-09  9.27e+05     0s
   7   1.62972896e+08  6.93465319e+07  0.00e+00 4.66e-10  2.47e+05     0s
   8   1.23960292e+08  1.03645993e+08  0.00e+00 9.31e-10  5.36e+04     0s
   9   1.14997388e+08  1.11601062e+08  0.00e+00 9.31e-10  8.96e+03     0s
  10   1.13426112e+08  1.12783060e+08  0.00e+00 9.31e-10  1.70e+03     0s
  11   1.13075310e+08  1.12958250e+08  0.00e+00 8.15e-10  3.09e+02     0s
  12   1.13007625e+08  1.13001112e+08  0.00e+00 9.31e-10  1.72e+01     0s
  13   1.13003673e+08  1.13003562e+08  0.00e+00 4.66e-10  2.92e-01     0s
  14   1.13003605e+08  1.13003604e+08  0.00e+00 9.31e-10  2.93e-04     0s
  15   1.13003604e+08  1.13003604e+08  0.00e+00 4.66e-10  2.94e-07     0s
  16   1.13003604e+08  1.13003604e+08  1.40e-14 9.31e-10  2.94e-10     0s

Barrier solved model in 16 iterations and 0.01 seconds
Optimal objective 1.13003604e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpbqmkc9.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [6e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49966997e+11 -7.89824907e+09  3.98e+03 1.51e+03  5.23e+09     0s
   1   7.83266179e+10 -3.73126046e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02991166e+09 -1.86189258e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41653689e+09 -1.23736014e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97615333e+09 -5.61380467e+09  1.16e+01 9.33e+03  4.58e+07     0s
   5   1.07884284e+09 -9.57872764e+08  0.00e+00 1.97e+01  5.42e+06     0s
   6   3.14962842e+08 -4.34385810e+07  0.00e+00 1.16e-09  9.46e+05     0s
   7   1.78720718e+08  8.82553706e+07  0.00e+00 1.86e-09  2.39e+05     0s
   8   1.45655743e+08  1.18725932e+08  0.00e+00 7.28e-11  7.11e+04     0s
   9   1.36312994e+08  1.27648677e+08  0.00e+00 1.86e-09  2.29e+04     0s
  10   1.32607944e+08  1.30458453e+08  0.00e+00 9.31e-10  5.67e+03     0s
  11   1.31502774e+08  1.31203701e+08  0.00e+00 1.86e-09  7.89e+02     0s
  12   1.31329775e+08  1.31317997e+08  0.00e+00 1.86e-09  3.11e+01     0s
  13   1.31322451e+08  1.31322211e+08  0.00e+00 4.66e-10  6.31e-01     0s
  14   1.31322288e+08  1.31322277e+08  0.00e+00 1.86e-09  2.89e-02     0s
  15   1.31322279e+08  1.31322278e+08  0.00e+00 1.86e-09  1.82e-03     0s
  16   1.31322278e+08  1.31322278e+08  0.00e+00 5.82e-10  1.25e-05     0s
  17   1.31322278e+08  1.31322278e+08  1.18e-14 3.73e-09  1.25e-08     0s
  18   1.31322278e+08  1.31322278e+08  2.27e-13 4.07e-10  1.25e-11     0s

Barrier solved model in 18 iterations and 0.01 seconds
Optimal objective 1.31322278e+08

Time queueing subproblems=2.02 seconds
Time loading results into instance Scenario_HighFuelCosts=0.09 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.21 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.44 Avg: 0.50 Max: 0.58 StdDev: 0.06 (seconds)
Aggregate sub-problem solve time=2.23 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=60904591.2507 Max-Min= 6028.14
Converger=normalized-term-diff value is         0.0000 - threshold reached=True
Cumulative run-time=34.34 seconds

Number of discrete variables fixed before final plugin calls=0 (total=0)
Number of continuous variables fixed before final plugin calls=0 (total=90)
PH complete

Convergence history:
Converger=normalized-term-diff
Iteration    Metric Value
     0               0.1160
     1               0.1358
     2               0.0972
     3               0.0387
     4               0.0379
     5               0.0821
     6               0.0746
     7               0.0746
     8               0.0449
     9               0.0153
    10               0.0149
    11               0.0000


Final number of discrete variables fixed=0 (total=0)
Final number of continuous variables fixed=0 (total=90)

Computing objective inner bound at xhat solution
Deactivate PH objective proximal terms time=0.00 seconds
Deactivate PH objective weight terms time=0.00 seconds
Scenario instance preprocessing time=0.01 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmp6bjjyt.gurobi.mst
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [7e+03, 6e+07]
  Bounds range    [1e-19, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 432 rows and 391 columns
Presolve time: 0.00s
Presolved: 21 rows, 83 columns, 121 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    6.2026648e+07   1.228902e+02   0.000000e+00      0s
      34    9.0845020e+07   0.000000e+00   0.000000e+00      0s

Solved in 34 iterations and 0.02 seconds
Optimal objective  9.084501960e+07
Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmp93i5xt.gurobi.mst
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e+04, 6e+07]
  Bounds range    [1e-19, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 432 rows and 391 columns
Presolve time: 0.00s
Presolved: 21 rows, 83 columns, 121 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    6.2263548e+07   1.228902e+02   0.000000e+00      0s
      32    1.1560804e+08   0.000000e+00   0.000000e+00      0s

Solved in 32 iterations and 0.03 seconds
Optimal objective  1.156080437e+08
Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmp7fpz3t.gurobi.mst
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e+04, 6e+07]
  Bounds range    [1e-19, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 432 rows and 391 columns
Presolve time: 0.00s
Presolved: 21 rows, 83 columns, 121 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    6.2737348e+07   1.228902e+02   0.000000e+00      0s
      36    1.2809913e+08   0.000000e+00   0.000000e+00      0s

Solved in 36 iterations and 0.04 seconds
Optimal objective  1.280991295e+08
Time queueing subproblems=1.51 seconds
Time loading results into instance Scenario_HighFuelCosts=0.01 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.01 seconds
Time loading results into instance Scenario_LowFuelCosts=0.01 seconds
Time waiting for subproblems=0.04 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.46 Avg: 0.50 Max: 0.54 StdDev: 0.04 (seconds)
Aggregate sub-problem solve time=1.54 seconds

Computed objective upper bound=111517397.5920

X-hat variable values:

   Stage: Investment
          (Scenarios: Scenario_LowFuelCosts  Scenario_MediumFuelCosts  Scenario_HighFuelCosts  )
      Variable: BuildLocalTD
         Index:   [Central,2020]	Values:        0.5000      0.5000      0.5000

         Index:   [Central,2030]	Values:        2.0000      2.0000      2.0000

         Index: [Central,Legacy]	Values:        3.5000      3.5000      3.5000

         Index:     [North,2020]	Values:        0.5000      0.5000      0.5000

         Index:     [North,2030]	Values:        2.0000      2.0000      2.0000

         Index:   [North,Legacy]	Values:        5.5000      5.5000      5.5000

         Index:     [South,2020]	Values:        0.5000      0.5000      0.5000

         Index:     [South,2030]	Values:        2.0000      2.0000      2.0000

         Index:   [South,Legacy]	Values:        9.5000      9.5000      9.5000

          (Scenarios: Scenario_LowFuelCosts  Scenario_MediumFuelCosts  Scenario_HighFuelCosts  )
      Variable: BuildProj
         Index:          [C-Coal_ST,1985]	Values:        2.0000      2.0000      2.0000

         Index:            [C-NG_CC,2005]	Values:        2.0000      2.0000      2.0000

         Index:            [C-NG_CC,2020]	Values:        2.8577      2.8577      2.8577

         Index:            [C-NG_CC,2030]	Values:        7.4923      7.4923      7.4923

         Index:            [C-NG_GT,2005]	Values:        2.0000      2.0000      2.0000

         Index:           [C-Wind-1,2020]	Values:        0.7569      0.7569      0.7569

         Index:           [C-Wind-1,2030]	Values:        3.2431      3.2431      3.2431

         Index:           [C-Wind-2,2030]	Values:        3.0000      3.0000      3.0000

         Index:          [N-Coal_ST,1995]	Values:        2.0000      2.0000      2.0000

         Index:       [N-Geothermal,2000]	Values:        1.0000      1.0000      1.0000

         Index:            [N-NG_CC,2008]	Values:        2.0000      2.0000      2.0000

         Index:            [N-NG_GT,2009]	Values:        2.0000      2.0000      2.0000

         Index:           [N-Wind-1,2030]	Values:        2.9370      2.9370      2.9370

         Index:           [N-Wind-2,2030]	Values:        1.0000      1.0000      1.0000

         Index:       [S-Geothermal,1998]	Values:        3.0000      3.0000      3.0000

         Index:            [S-NG_CC,2000]	Values:        5.0000      5.0000      5.0000

         Index:            [S-NG_GT,1990]	Values:        3.0000      3.0000      3.0000

         Index:            [S-NG_GT,2002]	Values:        2.0000      2.0000      2.0000

          (Scenarios: Scenario_LowFuelCosts  Scenario_MediumFuelCosts  Scenario_HighFuelCosts  )
      Variable: BuildTrans
         Index:   [C-S,2030]	Values:        5.1141      5.1141      5.1141

         Index: [C-S,Legacy]	Values:        6.0000      6.0000      6.0000

         Index: [N-C,Legacy]	Values:        3.0000      3.0000      3.0000

      Cost Variable: InvestmentCost
         Tree Node: RootNode      (Scenarios:  Scenario_LowFuelCosts Scenario_MediumFuelCosts Scenario_HighFuelCosts )
         Values:  60902581.870060902581.870060902581.8700    Max-Min:        0.0000   Avg:  60902581.8700

X-hat costs:

Scenario Tree Costs
----------------------------------------------------
Tree Nodes:

	Name=HighFuelCosts
	Stage=Operation
	Parent=RootNode
	Conditional probability=0.3333
	Children:
		None
	Scenarios:
		Scenario_HighFuelCosts
	Expected cost of (sub)tree rooted at node=67196547.6325

	Name=LowFuelCosts
	Stage=Operation
	Parent=RootNode
	Conditional probability=0.3333
	Children:
		None
	Scenarios:
		Scenario_LowFuelCosts
	Expected cost of (sub)tree rooted at node=29942437.7292

	Name=MediumFuelCosts
	Stage=Operation
	Parent=RootNode
	Conditional probability=0.3333
	Children:
		None
	Scenarios:
		Scenario_MediumFuelCosts
	Expected cost of (sub)tree rooted at node=54705461.8046

	Name=RootNode
	Stage=Investment
	Parent=None
	Conditional probability=1.0000
	Children:
		HighFuelCosts
		LowFuelCosts
		MediumFuelCosts
	Scenarios:
		Scenario_HighFuelCosts
		Scenario_LowFuelCosts
		Scenario_MediumFuelCosts
	Expected cost of (sub)tree rooted at node=111517397.5921

----------------------------------------------------
Scenarios:

	Name=Scenario_HighFuelCosts
	Probability=0.3333
	Leaf Node=HighFuelCosts
	Tree node sequence:
		RootNode
		HighFuelCosts
	Stage=          Investment     Cost=60902581.8700
	Stage=           Operation     Cost=67196547.6325
	Total scenario cost=128099129.5025

	Name=Scenario_LowFuelCosts
	Probability=0.3333
	Leaf Node=LowFuelCosts
	Tree node sequence:
		RootNode
		LowFuelCosts
	Stage=          Investment     Cost=60902581.8700
	Stage=           Operation     Cost=29942437.7292
	Total scenario cost=90845019.5992

	Name=Scenario_MediumFuelCosts
	Probability=0.3333
	Leaf Node=MediumFuelCosts
	Tree node sequence:
		RootNode
		MediumFuelCosts
	Stage=          Investment     Cost=60902581.8700
	Stage=           Operation     Cost=54705461.8046
	Total scenario cost=115608043.6746

----------------------------------------------------

Deactivate PH objective weight terms time=0.00 seconds
Deactivate PH objective proximal terms time=0.00 seconds

Total PH execution time=35.91 seconds

PH run-time statistics:
Initialization time=  6.70 seconds
Overall solve time=   34.35 seconds
Scenario solve time=  34.20 seconds
Average update time=  0.01 seconds
Weight update time=   1.26 seconds
Scenario tree solution written to file=ph.csv
CostVarDetail.csv written for modeling checking.

Total execution time=49.84 seconds
Importing module=C:/Users/Benjamin/Google Drive/Masters/SWITCH/SWITCH-Pyomo-PHA/ReferenceModel.py
loading model...
model successfully loaded...
Module successfully loaded
Time to import model and scenario tree structure files=0.08 seconds
Time to construct scenario instances=0.51 seconds
Time link scenario tree with instances=0.01 seconds
User-defined PH solution writer module=pyomo.pysp.plugins.csvsolutionwriter already imported - skipping
Importing module=rhosetter.py
Module successfully loaded
Initializing PH

PH post-instance plugin callback time=0.00 seconds
PH parameter vector construction time=0.01 seconds
PH SymbolMap creation time=0.00 seconds
Add PH objective weight terms time=0.00 seconds
Deactivate PH objective weight terms time=0.00 seconds
Add PH objective proximal terms time=0.01 seconds
Deactivate PH objective proximal terms time=0.00 seconds
Executing user rho setter callback function
Cumulative initialization time=6.10 seconds
PH post-initialization plugin callback time=0.00 seconds
Cumulative PH initialization time=6.10 seconds
Overall initialization time=6.10 seconds

Starting PH

Initiating PH iteration=0
Scenario instance preprocessing time=0.05 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [7e+03, 6e+06]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 348 rows and 348 columns
Presolve time: 0.00s
Presolved: 105 rows, 126 columns, 371 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    4.4576592e+07   1.201473e+02   0.000000e+00      0s
      66    8.9634914e+07   0.000000e+00   0.000000e+00      0s

Solved in 66 iterations and 0.03 seconds
Optimal objective  8.963491423e+07
Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e+04, 6e+06]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 344 rows and 337 columns
Presolve time: 0.00s
Presolved: 109 rows, 137 columns, 408 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    4.4576592e+07   1.201473e+02   0.000000e+00      0s
      74    1.1288675e+08   0.000000e+00   0.000000e+00      0s

Solved in 74 iterations and 0.00 seconds
Optimal objective  1.128867496e+08
Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e+04, 6e+06]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 350 rows and 346 columns
Presolve time: 0.00s
Presolved: 103 rows, 128 columns, 390 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    4.4576592e+07   1.201473e+02   0.000000e+00      0s
      60    1.2514034e+08   0.000000e+00   0.000000e+00      0s

Solved in 60 iterations and 0.03 seconds
Optimal objective  1.251403360e+08
Time queueing subproblems=1.37 seconds
Time loading results into instance Scenario_HighFuelCosts=0.01 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.01 seconds
Time loading results into instance Scenario_LowFuelCosts=0.01 seconds
Time waiting for subproblems=0.04 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.39 Avg: 0.44 Max: 0.50 StdDev: 0.05 (seconds)
Aggregate sub-problem solve time=1.41 seconds
Variable statistics compute time=0.00 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=62360998.3746 Max-Min=13859603.69
Converger=normalized-term-diff value is         0.1160 - threshold reached=False
Weight update time=0.08 seconds
Cumulative run-time=1.54 seconds
Activate PH objective proximal terms time=0.00 seconds
Activate PH objective weight terms time=0.00 seconds

Initiating PH iteration=1
Scenario instance preprocessing time=0.48 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpxqzpfc.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-06, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16607719e+11 -7.24396458e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20237182e+10 -3.15668360e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21680787e+09 -1.29183900e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62529048e+09 -8.49946191e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78958582e+09 -3.88415947e+09  1.15e+01 7.50e+03  3.11e+07     0s
   5   7.31644144e+08 -6.64161749e+08  0.00e+00 3.77e+01  3.76e+06     0s
   6   2.30698028e+08 -4.90772992e+07  0.00e+00 6.98e-10  7.39e+05     0s
   7   1.27688956e+08  6.67370458e+07  0.00e+00 1.16e-10  1.61e+05     0s
   8   1.06390870e+08  8.60277823e+07  0.00e+00 4.37e-11  5.37e+04     0s
   9   9.83840180e+07  9.20936265e+07  0.00e+00 5.82e-11  1.66e+04     0s
  10   9.63365879e+07  9.39528186e+07  0.00e+00 1.16e-10  6.29e+03     0s
  11   9.51799510e+07  9.47705950e+07  0.00e+00 2.58e-10  1.08e+03     0s
  12   9.49538402e+07  9.49297451e+07  0.00e+00 4.66e-10  6.36e+01     0s
  13   9.49401197e+07  9.49389363e+07  0.00e+00 9.31e-10  3.12e+00     0s
  14   9.49394837e+07  9.49394491e+07  0.00e+00 1.75e-10  9.11e-02     0s
  15   9.49394629e+07  9.49394629e+07  0.00e+00 4.66e-10  9.11e-05     0s
  16   9.49394629e+07  9.49394629e+07  0.00e+00 9.31e-10  9.11e-08     0s
  17   9.49394629e+07  9.49394629e+07  5.73e-14 9.31e-10  9.12e-11     0s

Barrier solved model in 17 iterations and 0.01 seconds
Optimal objective 9.49394629e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmphdofqi.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-06, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93950107e+11 -7.80571753e+09  3.99e+03 3.75e+03  5.05e+09     0s
   1   6.25141540e+10 -3.60881775e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.14769585e+09 -1.80287915e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38000983e+09 -1.19442711e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.64779059e+09 -5.54916539e+09  1.32e+01 9.59e+03  4.52e+07     0s
   5   9.69802328e+08 -9.63949378e+08  0.00e+00 3.05e+01  5.16e+06     0s
   6   2.61607827e+08 -9.10329148e+07  0.00e+00 9.31e-10  9.31e+05     0s
   7   1.35234781e+08  4.98383941e+07  0.00e+00 9.31e-10  2.25e+05     0s
   8   9.74728791e+07  8.20684078e+07  0.00e+00 4.66e-10  4.06e+04     0s
   9   9.02204369e+07  8.76317767e+07  0.00e+00 1.16e-10  6.83e+03     0s
  10   8.90285006e+07  8.84753826e+07  0.00e+00 4.66e-10  1.46e+03     0s
  11   8.87452937e+07  8.85995706e+07  0.00e+00 9.31e-10  3.84e+02     0s
  12   8.86709999e+07  8.86440779e+07  0.00e+00 4.66e-10  7.10e+01     0s
  13   8.86550645e+07  8.86539356e+07  0.00e+00 9.31e-10  2.98e+00     0s
  14   8.86543699e+07  8.86543617e+07  0.00e+00 4.66e-10  2.16e-02     0s
  15   8.86543656e+07  8.86543656e+07  0.00e+00 9.31e-10  2.61e-05     0s
  16   8.86543656e+07  8.86543656e+07  0.00e+00 9.31e-10  2.61e-08     0s
  17   8.86543656e+07  8.86543656e+07  1.81e-13 9.31e-10  2.61e-11     0s

Barrier solved model in 17 iterations and 0.01 seconds
Optimal objective 8.86543656e+07

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmphzb4ee.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [6e-06, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49969515e+11 -7.89718082e+09  3.98e+03 1.88e+03  5.23e+09     0s
   1   7.83304957e+10 -3.73122492e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.03411216e+09 -1.86177264e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41917121e+09 -1.23680676e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.96065722e+09 -5.53000525e+09  1.11e+01 8.96e+03  4.46e+07     0s
   5   1.06455587e+09 -9.19733972e+08  0.00e+00 5.89e+00  5.26e+06     0s
   6   3.08246570e+08 -4.94175858e+07  0.00e+00 1.86e-09  9.44e+05     0s
   7   1.73022479e+08  8.06768195e+07  0.00e+00 9.31e-10  2.44e+05     0s
   8   1.40969761e+08  1.15607682e+08  0.00e+00 1.86e-09  6.69e+04     0s
   9   1.30661551e+08  1.24934819e+08  0.00e+00 1.16e-10  1.51e+04     0s
  10   1.28107496e+08  1.26990512e+08  0.00e+00 9.31e-10  2.95e+03     0s
  11   1.27569474e+08  1.27356118e+08  0.00e+00 9.31e-10  5.63e+02     0s
  12   1.27452843e+08  1.27438045e+08  0.00e+00 1.86e-09  3.90e+01     0s
  13   1.27444216e+08  1.27444060e+08  0.00e+00 1.86e-09  4.11e-01     0s
  14   1.27444122e+08  1.27444122e+08  0.00e+00 1.86e-09  4.12e-04     0s
  15   1.27444122e+08  1.27444122e+08  0.00e+00 1.86e-09  4.12e-07     0s
  16   1.27444122e+08  1.27444122e+08  3.91e-14 1.86e-09  4.13e-10     0s

Barrier solved model in 16 iterations and 0.02 seconds
Optimal objective 1.27444122e+08

Time queueing subproblems=1.79 seconds
Time loading results into instance Scenario_HighFuelCosts=0.05 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.05 seconds
Time waiting for subproblems=0.16 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.43 Avg: 0.44 Max: 0.44 StdDev: 0.01 (seconds)
Aggregate sub-problem solve time=1.95 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=63595080.9281 Max-Min=8954705.90
Converger=normalized-term-diff value is         0.1358 - threshold reached=False
Cumulative run-time=3.57 seconds

Initiating PH iteration=2
Scenario instance preprocessing time=0.50 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpntsbui.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16606648e+11 -7.24331100e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20228415e+10 -3.15660972e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21579587e+09 -1.29173797e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62379682e+09 -8.49832232e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78567054e+09 -3.88888657e+09  1.15e+01 7.53e+03  3.12e+07     0s
   5   7.21653566e+08 -6.52833939e+08  0.00e+00 1.96e+01  3.66e+06     0s
   6   2.25511647e+08 -5.26699595e+07  0.00e+00 6.98e-10  7.34e+05     0s
   7   1.20710907e+08  6.26637701e+07  0.00e+00 4.37e-10  1.53e+05     0s
   8   1.01447685e+08  8.27496730e+07  0.00e+00 1.16e-10  4.93e+04     0s
   9   9.43788712e+07  8.88622857e+07  0.00e+00 2.91e-11  1.46e+04     0s
  10   9.27787567e+07  9.05195090e+07  0.00e+00 4.66e-10  5.96e+03     0s
  11   9.16388509e+07  9.13361267e+07  0.00e+00 4.13e-10  7.99e+02     0s
  12   9.14866440e+07  9.14454972e+07  0.00e+00 4.66e-10  1.09e+02     0s
  13   9.14634604e+07  9.14608256e+07  0.00e+00 4.66e-10  6.95e+00     0s
  14   9.14619693e+07  9.14619663e+07  0.00e+00 4.66e-10  7.82e-03     0s
  15   9.14619676e+07  9.14619676e+07  0.00e+00 4.66e-10  7.83e-06     0s
  16   9.14619676e+07  9.14619676e+07  1.97e-12 4.66e-10  7.84e-09     0s

Barrier solved model in 16 iterations and 0.02 seconds
Optimal objective 9.14619676e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpjsrcut.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93947504e+11 -7.80517276e+09  3.99e+03 2.72e+03  5.05e+09     0s
   1   6.25164102e+10 -3.60902757e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15207311e+09 -1.80312598e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38635575e+09 -1.19466932e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.65682167e+09 -5.48661395e+09  1.28e+01 9.33e+03  4.44e+07     0s
   5   1.00701348e+09 -9.78792426e+08  0.00e+00 5.74e+01  5.35e+06     0s
   6   2.89205382e+08 -6.25085738e+07  0.00e+00 9.31e-10  9.29e+05     0s
   7   1.57617156e+08  7.44156849e+07  0.00e+00 9.31e-10  2.20e+05     0s
   8   1.22694992e+08  1.04572858e+08  0.00e+00 4.66e-10  4.78e+04     0s
   9   1.14932463e+08  1.11564421e+08  0.00e+00 9.31e-10  8.89e+03     0s
  10   1.13377831e+08  1.12727314e+08  0.00e+00 4.66e-10  1.72e+03     0s
  11   1.13024440e+08  1.12910383e+08  0.00e+00 9.31e-10  3.01e+02     0s
  12   1.12955904e+08  1.12947915e+08  0.00e+00 9.31e-10  2.11e+01     0s
  13   1.12951441e+08  1.12951088e+08  0.00e+00 9.31e-10  9.30e-01     0s
  14   1.12951219e+08  1.12951218e+08  0.00e+00 9.31e-10  1.36e-03     0s
  15   1.12951218e+08  1.12951218e+08  0.00e+00 4.66e-10  1.36e-06     0s
  16   1.12951218e+08  1.12951218e+08  1.55e-13 9.31e-10  1.36e-09     0s

Barrier solved model in 16 iterations and 0.01 seconds
Optimal objective 1.12951218e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpnywxe_.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49968778e+11 -7.89664553e+09  3.98e+03 2.12e+03  5.23e+09     0s
   1   7.83267913e+10 -3.73103333e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02952603e+09 -1.86167473e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41358469e+09 -1.23675573e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97596688e+09 -5.61977730e+09  1.17e+01 9.37e+03  4.59e+07     0s
   5   1.07542648e+09 -9.62034743e+08  0.00e+00 3.11e+01  5.44e+06     0s
   6   3.14673448e+08 -4.50894009e+07  0.00e+00 9.31e-10  9.50e+05     0s
   7   1.77877831e+08  8.70289523e+07  0.00e+00 1.75e-10  2.40e+05     0s
   8   1.44471310e+08  1.17609364e+08  0.00e+00 1.53e-10  7.09e+04     0s
   9   1.35149375e+08  1.26863714e+08  0.00e+00 1.86e-09  2.19e+04     0s
  10   1.31602899e+08  1.29549350e+08  0.00e+00 9.31e-10  5.42e+03     0s
  11   1.30591519e+08  1.30292483e+08  0.00e+00 9.31e-10  7.89e+02     0s
  12   1.30427329e+08  1.30417346e+08  0.00e+00 1.86e-09  2.63e+01     0s
  13   1.30421775e+08  1.30421730e+08  0.00e+00 1.86e-09  1.18e-01     0s
  14   1.30421767e+08  1.30421767e+08  0.00e+00 9.31e-10  1.61e-04     0s
  15   1.30421767e+08  1.30421767e+08  2.63e-11 5.82e-10  1.61e-07     0s
  16   1.30421767e+08  1.30421767e+08  2.06e-11 9.31e-10  1.62e-10     0s

Barrier solved model in 16 iterations and 0.02 seconds
Optimal objective 1.30421767e+08

Time queueing subproblems=1.82 seconds
Time loading results into instance Scenario_HighFuelCosts=0.06 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.17 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.43 Avg: 0.44 Max: 0.45 StdDev: 0.01 (seconds)
Aggregate sub-problem solve time=2.00 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=62899320.3612 Max-Min=2407610.82
Converger=normalized-term-diff value is         0.0972 - threshold reached=False
Cumulative run-time=5.71 seconds

Initiating PH iteration=3
Scenario instance preprocessing time=0.50 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpksmlog.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16606361e+11 -7.24462635e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20231126e+10 -3.15673395e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21600164e+09 -1.29182204e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62413940e+09 -8.49899679e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78630527e+09 -3.88798307e+09  1.15e+01 7.52e+03  3.11e+07     0s
   5   7.22694131e+08 -6.52128426e+08  0.00e+00 2.02e+01  3.66e+06     0s
   6   2.26253626e+08 -5.08366348e+07  0.00e+00 8.15e-10  7.31e+05     0s
   7   1.21284450e+08  6.33314129e+07  0.00e+00 2.33e-10  1.53e+05     0s
   8   1.01156985e+08  8.48023709e+07  0.00e+00 4.44e-10  4.32e+04     0s
   9   9.48473171e+07  8.94577784e+07  0.00e+00 5.82e-11  1.42e+04     0s
  10   9.27982986e+07  9.14243571e+07  0.00e+00 4.66e-10  3.63e+03     0s
  11   9.20831117e+07  9.18870109e+07  0.00e+00 4.66e-10  5.17e+02     0s
  12   9.19763828e+07  9.19566479e+07  0.00e+00 2.33e-10  5.21e+01     0s
  13   9.19653930e+07  9.19639368e+07  0.00e+00 4.66e-10  3.84e+00     0s
  14   9.19645014e+07  9.19644993e+07  0.00e+00 1.40e-09  5.50e-03     0s
  15   9.19645000e+07  9.19645000e+07  0.00e+00 4.66e-10  5.50e-06     0s
  16   9.19645000e+07  9.19645000e+07  8.22e-13 9.31e-10  5.51e-09     0s

Barrier solved model in 16 iterations and 0.02 seconds
Optimal objective 9.19645000e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpjbhkgz.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93944904e+11 -7.80618498e+09  3.99e+03 2.59e+03  5.05e+09     0s
   1   6.25152285e+10 -3.60919989e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15114640e+09 -1.80327479e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38544201e+09 -1.19478751e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.65545421e+09 -5.48129877e+09  1.28e+01 9.30e+03  4.43e+07     0s
   5   1.00783806e+09 -9.79506094e+08  0.00e+00 5.84e+01  5.35e+06     0s
   6   2.90140781e+08 -6.02981711e+07  0.00e+00 9.31e-10  9.26e+05     0s
   7   1.60462279e+08  7.29979036e+07  0.00e+00 1.86e-09  2.31e+05     0s
   8   1.24034377e+08  1.04879502e+08  0.00e+00 9.31e-10  5.05e+04     0s
   9   1.15566021e+08  1.12528161e+08  0.00e+00 9.31e-10  8.02e+03     0s
  10   1.14178554e+08  1.13566592e+08  0.00e+00 4.66e-10  1.61e+03     0s
  11   1.13841809e+08  1.13740204e+08  0.00e+00 9.31e-10  2.68e+02     0s
  12   1.13780604e+08  1.13774934e+08  0.00e+00 9.31e-10  1.50e+01     0s
  13   1.13777237e+08  1.13777125e+08  0.00e+00 9.31e-10  2.95e-01     0s
  14   1.13777167e+08  1.13777166e+08  0.00e+00 9.31e-10  2.99e-04     0s
  15   1.13777166e+08  1.13777166e+08  0.00e+00 9.31e-10  3.00e-07     0s
  16   1.13777166e+08  1.13777166e+08  6.91e-15 4.66e-10  3.00e-10     0s

Barrier solved model in 16 iterations and 0.01 seconds
Optimal objective 1.13777166e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpsyjnjc.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 9e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49969016e+11 -7.89766510e+09  3.98e+03 2.05e+03  5.23e+09     0s
   1   7.83259764e+10 -3.73107774e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02854715e+09 -1.86174539e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41263181e+09 -1.23684293e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97475977e+09 -5.61831192e+09  1.16e+01 9.36e+03  4.58e+07     0s
   5   1.07509915e+09 -9.62399943e+08  0.00e+00 3.13e+01  5.44e+06     0s
   6   3.15112164e+08 -4.46692641e+07  0.00e+00 1.40e-09  9.50e+05     0s
   7   1.77691309e+08  8.81202690e+07  0.00e+00 1.86e-09  2.36e+05     0s
   8   1.44834612e+08  1.18440297e+08  0.00e+00 1.86e-09  6.96e+04     0s
   9   1.35464279e+08  1.27619588e+08  0.00e+00 2.33e-10  2.07e+04     0s
  10   1.32406717e+08  1.29861631e+08  0.00e+00 9.31e-10  6.72e+03     0s
  11   1.31153130e+08  1.30772225e+08  0.00e+00 2.33e-10  1.01e+03     0s
  12   1.30940848e+08  1.30918993e+08  0.00e+00 9.31e-10  5.77e+01     0s
  13   1.30928065e+08  1.30927703e+08  0.00e+00 1.86e-09  9.57e-01     0s
  14   1.30927851e+08  1.30927842e+08  0.00e+00 2.91e-10  2.31e-02     0s
  15   1.30927844e+08  1.30927844e+08  1.08e-10 1.86e-09  1.36e-04     0s
  16   1.30927844e+08  1.30927844e+08  9.35e-10 9.31e-10  1.36e-07     0s
  17   1.30927844e+08  1.30927844e+08  1.27e-09 4.66e-10  1.36e-10     0s

Barrier solved model in 17 iterations and 0.06 seconds
Optimal objective 1.30927844e+08

Time queueing subproblems=1.87 seconds
Time loading results into instance Scenario_HighFuelCosts=0.06 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.18 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.44 Avg: 0.46 Max: 0.48 StdDev: 0.02 (seconds)
Aggregate sub-problem solve time=2.05 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=62501728.4032 Max-Min=290674.58
Converger=normalized-term-diff value is         0.0387 - threshold reached=False
Cumulative run-time=7.84 seconds

Initiating PH iteration=4
Scenario instance preprocessing time=0.51 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpbfcyqm.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16605151e+11 -7.24560730e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20227127e+10 -3.15682957e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21572815e+09 -1.29190501e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62396231e+09 -8.49976779e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78633771e+09 -3.88594982e+09  1.15e+01 7.51e+03  3.11e+07     0s
   5   7.23253768e+08 -6.52692532e+08  0.00e+00 2.12e+01  3.67e+06     0s
   6   2.26232162e+08 -5.06302828e+07  0.00e+00 6.98e-10  7.31e+05     0s
   7   1.20474163e+08  6.36500602e+07  0.00e+00 1.75e-10  1.50e+05     0s
   8   1.00229764e+08  8.50249759e+07  0.00e+00 1.46e-10  4.01e+04     0s
   9   9.44356765e+07  8.90796365e+07  0.00e+00 5.82e-11  1.41e+04     0s
  10   9.22097609e+07  9.10670527e+07  0.00e+00 2.62e-10  3.02e+03     0s
  11   9.16484325e+07  9.14736854e+07  0.00e+00 1.16e-10  4.61e+02     0s
  12   9.15678523e+07  9.15302942e+07  0.00e+00 2.83e-10  9.91e+01     0s
  13   9.15478114e+07  9.15439834e+07  0.00e+00 9.31e-10  1.01e+01     0s
  14   9.15455709e+07  9.15455017e+07  0.00e+00 4.66e-10  1.83e-01     0s
  15   9.15455306e+07  9.15455295e+07  0.00e+00 6.98e-10  2.93e-03     0s
  16   9.15455299e+07  9.15455299e+07  5.80e-10 9.31e-10  1.72e-05     0s
  17   9.15455299e+07  9.15455299e+07  1.42e-11 9.31e-10  1.72e-08     0s
  18   9.15455299e+07  9.15455299e+07  3.64e-09 4.66e-10  1.72e-11     0s

Barrier solved model in 18 iterations and 0.02 seconds
Optimal objective 9.15455299e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpmmps8c.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93944059e+11 -7.80657321e+09  3.99e+03 2.53e+03  5.05e+09     0s
   1   6.25148335e+10 -3.60925536e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15082331e+09 -1.80332338e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38513660e+09 -1.19482975e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.65522588e+09 -5.48064891e+09  1.27e+01 9.30e+03  4.43e+07     0s
   5   1.00832912e+09 -9.80178446e+08  0.00e+00 5.93e+01  5.36e+06     0s
   6   2.90287215e+08 -6.01051798e+07  0.00e+00 1.40e-09  9.26e+05     0s
   7   1.60897191e+08  7.23920644e+07  0.00e+00 9.31e-10  2.34e+05     0s
   8   1.24034715e+08  1.04674478e+08  0.00e+00 2.33e-10  5.11e+04     0s
   9   1.15481198e+08  1.12374347e+08  0.00e+00 9.31e-10  8.20e+03     0s
  10   1.14055884e+08  1.13439695e+08  0.00e+00 4.66e-10  1.63e+03     0s
  11   1.13714827e+08  1.13611758e+08  0.00e+00 4.66e-10  2.72e+02     0s
  12   1.13652362e+08  1.13646493e+08  0.00e+00 4.66e-10  1.55e+01     0s
  13   1.13648864e+08  1.13648753e+08  0.00e+00 9.31e-10  2.95e-01     0s
  14   1.13648795e+08  1.13648795e+08  0.00e+00 9.31e-10  2.96e-04     0s
  15   1.13648795e+08  1.13648795e+08  0.00e+00 9.31e-10  2.96e-07     0s
  16   1.13648795e+08  1.13648795e+08  1.22e-14 4.66e-10  2.97e-10     0s

Barrier solved model in 16 iterations and 0.01 seconds
Optimal objective 1.13648795e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmphwmgly.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [2e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49968566e+11 -7.89805413e+09  3.98e+03 1.96e+03  5.23e+09     0s
   1   7.83259488e+10 -3.73113096e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02861291e+09 -1.86179073e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41273274e+09 -1.23687798e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97456219e+09 -5.61612835e+09  1.16e+01 9.35e+03  4.58e+07     0s
   5   1.07572142e+09 -9.61972578e+08  0.00e+00 3.12e+01  5.44e+06     0s
   6   3.15298056e+08 -4.42861494e+07  0.00e+00 3.73e-09  9.50e+05     0s
   7   1.77983892e+08  8.82516197e+07  0.00e+00 2.33e-10  2.37e+05     0s
   8   1.45114554e+08  1.18558824e+08  0.00e+00 1.86e-09  7.01e+04     0s
   9   1.36106053e+08  1.27409465e+08  0.00e+00 1.86e-09  2.29e+04     0s
  10   1.32771335e+08  1.29822800e+08  0.00e+00 1.86e-09  7.78e+03     0s
  11   1.31337056e+08  1.30878448e+08  0.00e+00 1.16e-10  1.21e+03     0s
  12   1.31077994e+08  1.31050357e+08  0.00e+00 1.86e-09  7.29e+01     0s
  13   1.31061966e+08  1.31061529e+08  0.00e+00 1.86e-09  1.15e+00     0s
  14   1.31061723e+08  1.31061712e+08  0.00e+00 2.53e-10  2.97e-02     0s
  15   1.31061716e+08  1.31061715e+08  2.59e-10 9.31e-10  3.49e-03     0s
  16   1.31061715e+08  1.31061715e+08  2.79e-10 3.73e-09  1.53e-04     0s
  17   1.31061715e+08  1.31061715e+08  1.86e-10 4.51e-10  3.07e-07     0s
  18   1.31061715e+08  1.31061715e+08  5.75e-09 9.31e-10  3.08e-10     0s

Barrier solved model in 18 iterations and 0.01 seconds
Optimal objective 1.31061715e+08

Time queueing subproblems=1.92 seconds
Time loading results into instance Scenario_HighFuelCosts=0.06 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.18 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.47 Avg: 0.47 Max: 0.47 StdDev: 0.00 (seconds)
Aggregate sub-problem solve time=2.10 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=62272394.5794 Max-Min=213056.22
Converger=normalized-term-diff value is         0.0379 - threshold reached=False
Cumulative run-time=10.01 seconds

Initiating PH iteration=5
Scenario instance preprocessing time=0.51 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpo4cyvd.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16604532e+11 -7.24619990e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20226220e+10 -3.15688730e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21572087e+09 -1.29195206e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62403653e+09 -8.50020022e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78658230e+09 -3.88451937e+09  1.15e+01 7.50e+03  3.11e+07     0s
   5   7.23793711e+08 -6.52958077e+08  0.00e+00 2.19e+01  3.67e+06     0s
   6   2.26340552e+08 -5.03966851e+07  0.00e+00 5.82e-10  7.30e+05     0s
   7   1.19972085e+08  6.41364687e+07  0.00e+00 2.33e-10  1.47e+05     0s
   8   9.97430708e+07  8.54012284e+07  0.00e+00 1.16e-10  3.78e+04     0s
   9   9.43207340e+07  8.90626452e+07  0.00e+00 2.91e-11  1.39e+04     0s
  10   9.21019005e+07  9.10244968e+07  0.00e+00 1.16e-10  2.84e+03     0s
  11   9.15889607e+07  9.13952498e+07  0.00e+00 7.91e-11  5.11e+02     0s
  12   9.14905907e+07  9.14630636e+07  0.00e+00 2.85e-10  7.26e+01     0s
  13   9.14767855e+07  9.14720554e+07  0.00e+00 9.31e-10  1.25e+01     0s
  14   9.14740615e+07  9.14738996e+07  0.00e+00 9.31e-10  4.27e-01     0s
  15   9.14739685e+07  9.14739678e+07  0.00e+00 4.66e-10  1.97e-03     0s
  16   9.14739682e+07  9.14739682e+07  8.44e-13 4.66e-10  2.01e-06     0s
  17   9.14739682e+07  9.14739682e+07  2.92e-12 4.66e-10  2.01e-09     0s

Barrier solved model in 17 iterations and 0.01 seconds
Optimal objective 9.14739682e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpnkw1zm.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93943267e+11 -7.80673722e+09  3.99e+03 2.48e+03  5.05e+09     0s
   1   6.25144870e+10 -3.60929486e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15058143e+09 -1.80336176e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38491268e+09 -1.19486461e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.65527628e+09 -5.48200265e+09  1.28e+01 9.30e+03  4.43e+07     0s
   5   1.00869948e+09 -9.81259471e+08  0.00e+00 6.07e+01  5.36e+06     0s
   6   2.90281640e+08 -6.02594839e+07  0.00e+00 1.86e-09  9.26e+05     0s
   7   1.61224971e+08  7.15581104e+07  0.00e+00 9.31e-10  2.37e+05     0s
   8   1.23853080e+08  1.04331787e+08  0.00e+00 9.31e-10  5.15e+04     0s
   9   1.15186308e+08  1.12129612e+08  0.00e+00 1.40e-09  8.07e+03     0s
  10   1.13784728e+08  1.13175413e+08  0.00e+00 4.66e-10  1.61e+03     0s
  11   1.13446320e+08  1.13345064e+08  0.00e+00 4.66e-10  2.67e+02     0s
  12   1.13384827e+08  1.13379250e+08  0.00e+00 9.31e-10  1.47e+01     0s
  13   1.13381489e+08  1.13381391e+08  0.00e+00 4.66e-10  2.59e-01     0s
  14   1.13381429e+08  1.13381428e+08  0.00e+00 9.31e-10  2.60e-04     0s
  15   1.13381428e+08  1.13381428e+08  0.00e+00 4.66e-10  2.61e-07     0s
  16   1.13381428e+08  1.13381428e+08  1.15e-14 4.66e-10  2.61e-10     0s

Barrier solved model in 16 iterations and 0.02 seconds
Optimal objective 1.13381428e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpajb0up.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49968117e+11 -7.89821885e+09  3.98e+03 1.87e+03  5.23e+09     0s
   1   7.83258946e+10 -3.73116680e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02866479e+09 -1.86182379e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41279666e+09 -1.23690206e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97471329e+09 -5.61576739e+09  1.16e+01 9.35e+03  4.58e+07     0s
   5   1.07634629e+09 -9.62008635e+08  0.00e+00 3.09e+01  5.44e+06     0s
   6   3.15419547e+08 -4.41048565e+07  0.00e+00 1.86e-09  9.49e+05     0s
   7   1.78166832e+08  8.82769906e+07  0.00e+00 9.31e-10  2.37e+05     0s
   8   1.45242007e+08  1.18628236e+08  0.00e+00 1.86e-09  7.02e+04     0s
   9   1.36498547e+08  1.27096356e+08  0.00e+00 9.31e-10  2.48e+04     0s
  10   1.32546572e+08  1.30150843e+08  0.00e+00 1.86e-09  6.32e+03     0s
  11   1.31360077e+08  1.30992512e+08  0.00e+00 1.16e-10  9.70e+02     0s
  12   1.31154968e+08  1.31133378e+08  0.00e+00 1.86e-09  5.70e+01     0s
  13   1.31142312e+08  1.31141930e+08  0.00e+00 1.86e-09  1.01e+00     0s
  14   1.31142143e+08  1.31142130e+08  0.00e+00 9.31e-10  3.50e-02     0s
  15   1.31142142e+08  1.31142142e+08  0.00e+00 1.40e-09  5.14e-04     0s
  16   1.31142142e+08  1.31142142e+08  1.94e-11 3.73e-09  5.13e-07     0s
  17   1.31142142e+08  1.31142142e+08  1.33e-11 1.86e-09  5.13e-10     0s

Barrier solved model in 17 iterations and 0.02 seconds
Optimal objective 1.31142142e+08

Time queueing subproblems=1.87 seconds
Time loading results into instance Scenario_HighFuelCosts=0.06 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.17 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.45 Avg: 0.45 Max: 0.46 StdDev: 0.00 (seconds)
Aggregate sub-problem solve time=2.04 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=62071091.0991 Max-Min=204461.76
Converger=normalized-term-diff value is         0.0821 - threshold reached=False
Cumulative run-time=12.19 seconds

Initiating PH iteration=6
Scenario instance preprocessing time=0.50 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmphydwey.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16603965e+11 -7.24670292e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20224682e+10 -3.15693647e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21563545e+09 -1.29199197e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62394233e+09 -8.50038092e+09  5.22e+01 3.18e+04  8.92e+07     0s
   4   1.78672421e+09 -3.88497454e+09  1.15e+01 7.50e+03  3.11e+07     0s
   5   7.24106468e+08 -6.53710270e+08  0.00e+00 2.34e+01  3.68e+06     0s
   6   2.26296517e+08 -5.04824059e+07  0.00e+00 4.66e-10  7.31e+05     0s
   7   1.19468133e+08  6.42594739e+07  0.00e+00 4.07e-10  1.46e+05     0s
   8   9.93582255e+07  8.53777235e+07  0.00e+00 1.16e-10  3.69e+04     0s
   9   9.41399991e+07  8.88531182e+07  0.00e+00 1.24e-10  1.39e+04     0s
  10   9.18605757e+07  9.08380008e+07  0.00e+00 2.33e-10  2.70e+03     0s
  11   9.13676607e+07  9.11930714e+07  0.00e+00 2.76e-10  4.61e+02     0s
  12   9.12852539e+07  9.12484329e+07  0.00e+00 5.82e-11  9.72e+01     0s
  13   9.12647486e+07  9.12618796e+07  0.00e+00 4.66e-10  7.57e+00     0s
  14   9.12630011e+07  9.12629798e+07  0.00e+00 4.66e-10  5.63e-02     0s
  15   9.12629865e+07  9.12629848e+07  0.00e+00 4.66e-10  4.57e-03     0s
  16   9.12629851e+07  9.12629850e+07  7.48e-10 4.66e-10  1.67e-04     0s
  17   9.12629850e+07  9.12629850e+07  4.99e-10 9.31e-10  3.11e-07     0s
  18   9.12629850e+07  9.12629850e+07  1.44e-09 1.40e-09  3.11e-10     0s

Barrier solved model in 18 iterations and 0.01 seconds
Optimal objective 9.12629850e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpeaqlus.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93942670e+11 -7.80690025e+09  3.99e+03 2.44e+03  5.05e+09     0s
   1   6.25142861e+10 -3.60933200e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15049923e+09 -1.80339755e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38506534e+09 -1.19494323e+10  5.54e+01 3.86e+04  1.25e+08     0s
   4   2.65542161e+09 -5.48271639e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.00915886e+09 -9.82020104e+08  0.00e+00 6.13e+01  5.37e+06     0s
   6   2.90293683e+08 -6.03264263e+07  0.00e+00 1.63e-09  9.26e+05     0s
   7   1.61466885e+08  7.10043044e+07  0.00e+00 4.66e-10  2.39e+05     0s
   8   1.23777960e+08  1.04097173e+08  0.00e+00 9.31e-10  5.19e+04     0s
   9   1.14979225e+08  1.11999510e+08  0.00e+00 9.31e-10  7.86e+03     0s
  10   1.13614278e+08  1.13014820e+08  0.00e+00 9.31e-10  1.58e+03     0s
  11   1.13279818e+08  1.13181285e+08  0.00e+00 4.66e-10  2.60e+02     0s
  12   1.13219897e+08  1.13214599e+08  0.00e+00 9.31e-10  1.40e+01     0s
  13   1.13216712e+08  1.13216627e+08  0.00e+00 1.86e-09  2.25e-01     0s
  14   1.13216659e+08  1.13216659e+08  0.00e+00 4.66e-10  2.26e-04     0s
  15   1.13216659e+08  1.13216659e+08  0.00e+00 9.31e-10  2.26e-07     0s
  16   1.13216659e+08  1.13216659e+08  1.51e-14 9.31e-10  2.27e-10     0s

Barrier solved model in 16 iterations and 0.01 seconds
Optimal objective 1.13216659e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpokho69.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [3e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49967809e+11 -7.89838249e+09  3.98e+03 1.79e+03  5.23e+09     0s
   1   7.83259275e+10 -3.73120013e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02880828e+09 -1.86185369e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41322930e+09 -1.23697050e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97479148e+09 -5.61481301e+09  1.16e+01 9.34e+03  4.58e+07     0s
   5   1.07684500e+09 -9.61491238e+08  0.00e+00 2.97e+01  5.44e+06     0s
   6   3.15434880e+08 -4.38966658e+07  0.00e+00 9.31e-10  9.49e+05     0s
   7   1.78329859e+08  8.83333425e+07  0.00e+00 1.40e-09  2.37e+05     0s
   8   1.45418404e+08  1.18724626e+08  0.00e+00 9.31e-10  7.04e+04     0s
   9   1.36700210e+08  1.27147376e+08  0.00e+00 9.31e-10  2.52e+04     0s
  10   1.32892939e+08  1.30127240e+08  0.00e+00 2.33e-10  7.30e+03     0s
  11   1.31534145e+08  1.31101487e+08  0.00e+00 1.86e-09  1.14e+03     0s
  12   1.31285954e+08  1.31261463e+08  0.00e+00 1.86e-09  6.46e+01     0s
  13   1.31271503e+08  1.31271012e+08  0.00e+00 9.31e-10  1.30e+00     0s
  14   1.31271209e+08  1.31271205e+08  0.00e+00 9.31e-10  8.76e-03     0s
  15   1.31271207e+08  1.31271207e+08  3.06e-10 1.86e-09  8.78e-06     0s
  16   1.31271207e+08  1.31271207e+08  6.12e-11 2.55e-10  8.79e-09     0s

Barrier solved model in 16 iterations and 0.02 seconds
Optimal objective 1.31271207e+08

Time queueing subproblems=1.82 seconds
Time loading results into instance Scenario_HighFuelCosts=0.06 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.18 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.43 Avg: 0.44 Max: 0.46 StdDev: 0.01 (seconds)
Aggregate sub-problem solve time=2.00 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=61889030.1025 Max-Min=201172.95
Converger=normalized-term-diff value is         0.0746 - threshold reached=False
Cumulative run-time=14.27 seconds

Initiating PH iteration=7
Scenario instance preprocessing time=0.53 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpvmv2z7.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16603468e+11 -7.24710053e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20223821e+10 -3.15697502e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21561884e+09 -1.29202119e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62371644e+09 -8.49982097e+09  5.21e+01 3.18e+04  8.92e+07     0s
   4   1.78697063e+09 -3.88505937e+09  1.15e+01 7.50e+03  3.11e+07     0s
   5   7.24321722e+08 -6.53988534e+08  0.00e+00 2.47e+01  3.68e+06     0s
   6   2.26203266e+08 -5.06392844e+07  0.00e+00 4.66e-10  7.31e+05     0s
   7   1.19239525e+08  6.40436531e+07  0.00e+00 3.49e-10  1.46e+05     0s
   8   9.91612864e+07  8.51441126e+07  0.00e+00 8.73e-11  3.70e+04     0s
   9   9.40240718e+07  8.85532780e+07  0.00e+00 2.47e-10  1.44e+04     0s
  10   9.18270397e+07  9.04500483e+07  0.00e+00 1.16e-10  3.63e+03     0s
  11   9.11930345e+07  9.09465458e+07  0.00e+00 2.91e-11  6.50e+02     0s
  12   9.10717462e+07  9.10322571e+07  0.00e+00 1.02e-10  1.04e+02     0s
  13   9.10513648e+07  9.10453012e+07  0.00e+00 9.31e-10  1.60e+01     0s
  14   9.10477633e+07  9.10477456e+07  0.00e+00 4.66e-10  4.68e-02     0s
  15   9.10477559e+07  9.10477558e+07  0.00e+00 9.31e-10  1.57e-04     0s
  16   9.10477559e+07  9.10477559e+07  1.99e-10 9.31e-10  1.57e-07     0s
  17   9.10477559e+07  9.10477559e+07  3.79e-10 9.31e-10  1.57e-10     0s

Barrier solved model in 17 iterations and 0.04 seconds
Optimal objective 9.10477559e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmphbtv__.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93942154e+11 -7.80695662e+09  3.99e+03 2.40e+03  5.05e+09     0s
   1   6.25141474e+10 -3.60935747e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15046419e+09 -1.80342131e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38559783e+09 -1.19509338e+10  5.55e+01 3.86e+04  1.25e+08     0s
   4   2.65557169e+09 -5.48385720e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.00979272e+09 -9.83042445e+08  0.00e+00 6.17e+01  5.37e+06     0s
   6   2.90339480e+08 -6.04132715e+07  0.00e+00 1.40e-09  9.27e+05     0s
   7   1.61783513e+08  7.04382913e+07  0.00e+00 4.66e-10  2.41e+05     0s
   8   1.23736497e+08  1.03908091e+08  0.00e+00 9.31e-10  5.23e+04     0s
   9   1.14890505e+08  1.11843959e+08  0.00e+00 5.82e-10  8.04e+03     0s
  10   1.13494936e+08  1.12890435e+08  0.00e+00 9.31e-10  1.60e+03     0s
  11   1.13158252e+08  1.13057802e+08  0.00e+00 4.66e-10  2.65e+02     0s
  12   1.13096987e+08  1.13091823e+08  0.00e+00 4.66e-10  1.36e+01     0s
  13   1.13093893e+08  1.13093804e+08  0.00e+00 9.31e-10  2.36e-01     0s
  14   1.13093838e+08  1.13093838e+08  0.00e+00 9.31e-10  2.37e-04     0s
  15   1.13093838e+08  1.13093838e+08  0.00e+00 9.31e-10  2.37e-07     0s
  16   1.13093838e+08  1.13093838e+08  3.11e-15 9.31e-10  2.37e-10     0s

Barrier solved model in 16 iterations and 0.01 seconds
Optimal objective 1.13093838e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpzvsk15.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49967561e+11 -7.89843943e+09  3.98e+03 1.73e+03  5.23e+09     0s
   1   7.83260106e+10 -3.73122239e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02898784e+09 -1.86187211e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41415169e+09 -1.23711290e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97495300e+09 -5.61462965e+09  1.16e+01 9.34e+03  4.58e+07     0s
   5   1.07745067e+09 -9.61213235e+08  0.00e+00 2.81e+01  5.44e+06     0s
   6   3.15432179e+08 -4.37436289e+07  0.00e+00 1.86e-09  9.48e+05     0s
   7   1.78472652e+08  8.83536015e+07  0.00e+00 9.31e-10  2.38e+05     0s
   8   1.45560319e+08  1.18783853e+08  0.00e+00 9.31e-10  7.07e+04     0s
   9   1.36760954e+08  1.27268031e+08  0.00e+00 2.33e-10  2.50e+04     0s
  10   1.32795294e+08  1.30424975e+08  0.00e+00 9.31e-10  6.25e+03     0s
  11   1.31604895e+08  1.31222321e+08  0.00e+00 9.31e-10  1.01e+03     0s
  12   1.31381737e+08  1.31359908e+08  0.00e+00 1.86e-09  5.76e+01     0s
  13   1.31368729e+08  1.31368307e+08  0.00e+00 3.73e-09  1.11e+00     0s
  14   1.31368511e+08  1.31368504e+08  0.00e+00 1.86e-09  1.85e-02     0s
  15   1.31368510e+08  1.31368510e+08  0.00e+00 1.86e-09  8.93e-05     0s
  16   1.31368510e+08  1.31368510e+08  6.13e-14 1.86e-09  8.92e-08     0s
  17   1.31368510e+08  1.31368510e+08  4.51e-13 4.66e-10  8.93e-11     0s

Barrier solved model in 17 iterations and 0.02 seconds
Optimal objective 1.31368510e+08

Time queueing subproblems=1.88 seconds
Time loading results into instance Scenario_HighFuelCosts=0.07 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.18 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.44 Avg: 0.45 Max: 0.46 StdDev: 0.01 (seconds)
Aggregate sub-problem solve time=2.07 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=61645389.7067 Max-Min=167461.52
Converger=normalized-term-diff value is         0.0746 - threshold reached=False
Cumulative run-time=16.41 seconds

Initiating PH iteration=8
Scenario instance preprocessing time=0.51 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpufsqck.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16602982e+11 -7.24752037e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20223318e+10 -3.15701584e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21564506e+09 -1.29205246e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62330997e+09 -8.49853315e+09  5.21e+01 3.18e+04  8.91e+07     0s
   4   1.78731890e+09 -3.88436678e+09  1.15e+01 7.50e+03  3.11e+07     0s
   5   7.24551410e+08 -6.53918918e+08  0.00e+00 2.61e+01  3.68e+06     0s
   6   2.26070231e+08 -5.08281183e+07  0.00e+00 9.31e-10  7.31e+05     0s
   7   1.18949080e+08  6.37736196e+07  0.00e+00 3.49e-10  1.46e+05     0s
   8   9.87924323e+07  8.49367209e+07  0.00e+00 5.82e-11  3.66e+04     0s
   9   9.37548490e+07  8.82429188e+07  0.00e+00 5.82e-11  1.45e+04     0s
  10   9.16179784e+07  9.00713763e+07  0.00e+00 3.22e-10  4.08e+03     0s
  11   9.09096132e+07  9.06401726e+07  0.00e+00 5.82e-11  7.11e+02     0s
  12   9.07803505e+07  9.07352862e+07  0.00e+00 1.29e-10  1.19e+02     0s
  13   9.07571719e+07  9.07503338e+07  0.00e+00 4.66e-10  1.80e+01     0s
  14   9.07531063e+07  9.07530892e+07  0.00e+00 4.66e-10  4.50e-02     0s
  15   9.07530961e+07  9.07530961e+07  0.00e+00 4.66e-10  4.51e-05     0s
  16   9.07530961e+07  9.07530961e+07  4.85e-13 4.66e-10  4.52e-08     0s
  17   9.07530961e+07  9.07530961e+07  1.18e-12 4.66e-10  4.52e-11     0s

Barrier solved model in 17 iterations and 0.04 seconds
Optimal objective 9.07530961e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpkgngcr.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93941933e+11 -7.80701401e+09  3.99e+03 2.36e+03  5.05e+09     0s
   1   6.25141920e+10 -3.60937602e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15057740e+09 -1.80343516e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38633797e+09 -1.19524729e+10  5.55e+01 3.86e+04  1.25e+08     0s
   4   2.65583058e+09 -5.48458215e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.01064157e+09 -9.83833566e+08  0.00e+00 6.19e+01  5.38e+06     0s
   6   2.90515026e+08 -6.03689502e+07  0.00e+00 1.86e-09  9.27e+05     0s
   7   1.62075932e+08  7.01761935e+07  0.00e+00 2.33e-10  2.43e+05     0s
   8   1.23805513e+08  1.03862007e+08  0.00e+00 1.86e-09  5.26e+04     0s
   9   1.14943138e+08  1.11804163e+08  0.00e+00 1.86e-09  8.28e+03     0s
  10   1.13504983e+08  1.12891617e+08  0.00e+00 2.33e-10  1.62e+03     0s
  11   1.13164671e+08  1.13061670e+08  0.00e+00 4.66e-10  2.72e+02     0s
  12   1.13101728e+08  1.13096650e+08  0.00e+00 9.31e-10  1.34e+01     0s
  13   1.13098701e+08  1.13098605e+08  0.00e+00 1.86e-09  2.54e-01     0s
  14   1.13098641e+08  1.13098641e+08  0.00e+00 4.66e-10  2.55e-04     0s
  15   1.13098641e+08  1.13098641e+08  0.00e+00 9.31e-10  2.56e-07     0s
  16   1.13098641e+08  1.13098641e+08  2.83e-14 9.31e-10  2.56e-10     0s

Barrier solved model in 16 iterations and 0.02 seconds
Optimal objective 1.13098641e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpa8u5w1.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [4e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49967446e+11 -7.89849703e+09  3.98e+03 1.67e+03  5.23e+09     0s
   1   7.83261518e+10 -3.73124012e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02919849e+09 -1.86188427e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41519132e+09 -1.23726574e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97524007e+09 -5.61495859e+09  1.16e+01 9.34e+03  4.58e+07     0s
   5   1.07806534e+09 -9.61040532e+08  0.00e+00 2.66e+01  5.44e+06     0s
   6   3.15409256e+08 -4.36439369e+07  0.00e+00 1.86e-09  9.48e+05     0s
   7   1.78583841e+08  8.83454325e+07  0.00e+00 9.31e-10  2.38e+05     0s
   8   1.45649982e+08  1.18807923e+08  0.00e+00 9.31e-10  7.08e+04     0s
   9   1.36671393e+08  1.27450233e+08  0.00e+00 9.31e-10  2.43e+04     0s
  10   1.32894816e+08  1.30435792e+08  0.00e+00 1.86e-09  6.49e+03     0s
  11   1.31677653e+08  1.31269638e+08  0.00e+00 9.31e-10  1.08e+03     0s
  12   1.31436343e+08  1.31406063e+08  0.00e+00 3.73e-09  7.99e+01     0s
  13   1.31417820e+08  1.31417006e+08  0.00e+00 1.86e-09  2.15e+00     0s
  14   1.31417332e+08  1.31417303e+08  0.00e+00 1.86e-09  7.50e-02     0s
  15   1.31417317e+08  1.31417313e+08  0.00e+00 1.86e-09  8.75e-03     0s
  16   1.31417315e+08  1.31417315e+08  0.00e+00 1.86e-09  7.81e-04     0s
  17   1.31417315e+08  1.31417315e+08  0.00e+00 9.31e-10  2.46e-05     0s
  18   1.31417315e+08  1.31417315e+08  6.75e-14 9.31e-10  2.43e-08     0s
  19   1.31417315e+08  1.31417315e+08  4.51e-13 1.86e-09  2.43e-11     0s

Barrier solved model in 19 iterations and 0.01 seconds
Optimal objective 1.31417315e+08

Time queueing subproblems=1.83 seconds
Time loading results into instance Scenario_HighFuelCosts=0.06 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.17 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.43 Avg: 0.44 Max: 0.46 StdDev: 0.01 (seconds)
Aggregate sub-problem solve time=2.00 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=61396043.5566 Max-Min=61631.45
Converger=normalized-term-diff value is         0.0449 - threshold reached=False
Cumulative run-time=18.55 seconds

Initiating PH iteration=9
Scenario instance preprocessing time=0.50 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmph8v_zv.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16602689e+11 -7.24782622e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20224120e+10 -3.15704527e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21578780e+09 -1.29207271e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62294204e+09 -8.49688652e+09  5.21e+01 3.18e+04  8.91e+07     0s
   4   1.78779288e+09 -3.88319358e+09  1.15e+01 7.49e+03  3.11e+07     0s
   5   7.24913348e+08 -6.53614623e+08  0.00e+00 2.75e+01  3.68e+06     0s
   6   2.26045984e+08 -5.08936616e+07  0.00e+00 5.82e-10  7.31e+05     0s
   7   1.18762362e+08  6.36075537e+07  0.00e+00 8.15e-10  1.46e+05     0s
   8   9.85082179e+07  8.48271729e+07  0.00e+00 2.33e-10  3.61e+04     0s
   9   9.36780240e+07  8.79621871e+07  0.00e+00 6.04e-10  1.51e+04     0s
  10   9.14448054e+07  8.98282532e+07  0.00e+00 1.16e-10  4.27e+03     0s
  11   9.07233574e+07  9.04165630e+07  0.00e+00 8.91e-11  8.09e+02     0s
  12   9.05730314e+07  9.05226490e+07  0.00e+00 2.05e-10  1.33e+02     0s
  13   9.05457215e+07  9.05396878e+07  0.00e+00 4.66e-10  1.59e+01     0s
  14   9.05422030e+07  9.05421665e+07  0.00e+00 9.31e-10  9.64e-02     0s
  15   9.05421820e+07  9.05421819e+07  0.00e+00 9.31e-10  9.67e-05     0s
  16   9.05421819e+07  9.05421819e+07  1.27e-12 4.66e-10  9.67e-08     0s
  17   9.05421819e+07  9.05421819e+07  2.65e-13 4.66e-10  9.68e-11     0s

Barrier solved model in 17 iterations and 0.03 seconds
Optimal objective 9.05421819e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpk_oei3.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93941755e+11 -7.80701882e+09  3.99e+03 2.30e+03  5.05e+09     0s
   1   6.25142956e+10 -3.60939028e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15075574e+09 -1.80344480e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38695807e+09 -1.19535134e+10  5.55e+01 3.86e+04  1.25e+08     0s
   4   2.65614683e+09 -5.48477758e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.01144478e+09 -9.84158792e+08  0.00e+00 6.16e+01  5.38e+06     0s
   6   2.90662460e+08 -6.02985548e+07  0.00e+00 1.86e-09  9.27e+05     0s
   7   1.62371646e+08  6.98986239e+07  0.00e+00 1.86e-09  2.44e+05     0s
   8   1.23853255e+08  1.03803954e+08  0.00e+00 4.66e-10  5.29e+04     0s
   9   1.14981336e+08  1.11736907e+08  0.00e+00 9.31e-10  8.56e+03     0s
  10   1.13494192e+08  1.12869096e+08  0.00e+00 9.31e-10  1.65e+03     0s
  11   1.13149505e+08  1.13043356e+08  0.00e+00 1.16e-10  2.80e+02     0s
  12   1.13084496e+08  1.13079509e+08  0.00e+00 9.31e-10  1.32e+01     0s
  13   1.13081541e+08  1.13081437e+08  0.00e+00 4.66e-10  2.75e-01     0s
  14   1.13081477e+08  1.13081477e+08  0.00e+00 6.98e-10  2.76e-04     0s
  15   1.13081477e+08  1.13081477e+08  0.00e+00 9.31e-10  2.76e-07     0s
  16   1.13081477e+08  1.13081477e+08  6.95e-15 4.66e-10  2.77e-10     0s

Barrier solved model in 16 iterations and 0.03 seconds
Optimal objective 1.13081477e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpelnl4y.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49967267e+11 -7.89850185e+09  3.98e+03 1.62e+03  5.23e+09     0s
   1   7.83262576e+10 -3.73125443e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02937843e+09 -1.86189381e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41594558e+09 -1.23737073e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97547937e+09 -5.61504418e+09  1.16e+01 9.34e+03  4.58e+07     0s
   5   1.07846640e+09 -9.60529047e+08  0.00e+00 2.46e+01  5.43e+06     0s
   6   3.15298092e+08 -4.35956456e+07  0.00e+00 1.86e-09  9.48e+05     0s
   7   1.78641545e+08  8.82966487e+07  0.00e+00 1.86e-09  2.38e+05     0s
   8   1.45666622e+08  1.18777038e+08  0.00e+00 4.66e-10  7.10e+04     0s
   9   1.36551984e+08  1.27534098e+08  0.00e+00 1.86e-09  2.38e+04     0s
  10   1.32861556e+08  1.30430443e+08  0.00e+00 9.31e-10  6.41e+03     0s
  11   1.31655510e+08  1.31255613e+08  0.00e+00 1.86e-09  1.06e+03     0s
  12   1.31418068e+08  1.31389773e+08  0.00e+00 1.86e-09  7.47e+01     0s
  13   1.31400649e+08  1.31399899e+08  0.00e+00 9.31e-10  1.98e+00     0s
  14   1.31400166e+08  1.31400147e+08  0.00e+00 1.86e-09  4.85e-02     0s
  15   1.31400152e+08  1.31400151e+08  0.00e+00 2.33e-10  3.42e-03     0s
  16   1.31400151e+08  1.31400151e+08  0.00e+00 1.86e-09  6.39e-05     0s
  17   1.31400151e+08  1.31400151e+08  8.88e-15 1.86e-09  6.51e-08     0s
  18   1.31400151e+08  1.31400151e+08  8.99e-13 1.86e-09  6.52e-11     0s

Barrier solved model in 18 iterations and 0.06 seconds
Optimal objective 1.31400151e+08

Time queueing subproblems=1.94 seconds
Time loading results into instance Scenario_HighFuelCosts=0.06 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.07 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.19 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.47 Avg: 0.48 Max: 0.50 StdDev: 0.01 (seconds)
Aggregate sub-problem solve time=2.13 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=61174890.8340 Max-Min=50487.71
Converger=normalized-term-diff value is         0.0153 - threshold reached=False
Cumulative run-time=20.77 seconds

Initiating PH iteration=10
Scenario instance preprocessing time=0.58 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpu35oea.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16602440e+11 -7.24804366e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20225355e+10 -3.15706583e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21597234e+09 -1.29208425e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62272700e+09 -8.49553710e+09  5.21e+01 3.18e+04  8.91e+07     0s
   4   1.78826276e+09 -3.88206830e+09  1.15e+01 7.49e+03  3.11e+07     0s
   5   7.25391388e+08 -6.53421179e+08  0.00e+00 2.89e+01  3.69e+06     0s
   6   2.26082668e+08 -5.09329531e+07  0.00e+00 1.16e-09  7.31e+05     0s
   7   1.18639206e+08  6.34946980e+07  0.00e+00 3.49e-10  1.46e+05     0s
   8   9.83359346e+07  8.46945401e+07  0.00e+00 1.31e-10  3.60e+04     0s
   9   9.36992291e+07  8.76909798e+07  0.00e+00 2.76e-10  1.59e+04     0s
  10   9.12829623e+07  8.96534028e+07  0.00e+00 5.82e-11  4.30e+03     0s
  11   9.05524386e+07  9.02419470e+07  0.00e+00 2.91e-11  8.19e+02     0s
  12   9.03972415e+07  9.03475724e+07  0.00e+00 2.79e-10  1.31e+02     0s
  13   9.03704957e+07  9.03634924e+07  0.00e+00 4.66e-10  1.85e+01     0s
  14   9.03664316e+07  9.03663915e+07  0.00e+00 9.31e-10  1.06e-01     0s
  15   9.03664148e+07  9.03664144e+07  0.00e+00 1.31e-10  1.22e-03     0s
  16   9.03664147e+07  9.03664147e+07  6.87e-10 4.66e-10  1.55e-06     0s
  17   9.03664147e+07  9.03664147e+07  1.01e-09 3.52e-10  1.56e-09     0s

Barrier solved model in 17 iterations and 0.04 seconds
Optimal objective 9.03664147e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmp28jss1.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93941607e+11 -7.80693444e+09  3.99e+03 2.25e+03  5.05e+09     0s
   1   6.25144469e+10 -3.60939670e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15098890e+09 -1.80344729e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38731944e+09 -1.19537267e+10  5.55e+01 3.86e+04  1.25e+08     0s
   4   2.65652327e+09 -5.48441551e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.01208698e+09 -9.83893175e+08  0.00e+00 6.10e+01  5.38e+06     0s
   6   2.90767796e+08 -6.02010183e+07  0.00e+00 1.40e-09  9.27e+05     0s
   7   1.62675276e+08  6.96213140e+07  0.00e+00 4.66e-10  2.46e+05     0s
   8   1.23893928e+08  1.03741651e+08  0.00e+00 9.31e-10  5.32e+04     0s
   9   1.14992884e+08  1.11669792e+08  0.00e+00 9.31e-10  8.77e+03     0s
  10   1.13464809e+08  1.12828471e+08  0.00e+00 4.66e-10  1.68e+03     0s
  11   1.13115916e+08  1.13006425e+08  0.00e+00 9.31e-10  2.89e+02     0s
  12   1.13048577e+08  1.13043579e+08  0.00e+00 9.31e-10  1.32e+01     0s
  13   1.13045618e+08  1.13045491e+08  0.00e+00 9.31e-10  3.35e-01     0s
  14   1.13045537e+08  1.13045536e+08  0.00e+00 9.31e-10  2.00e-03     0s
  15   1.13045536e+08  1.13045536e+08  0.00e+00 9.31e-10  1.97e-06     0s
  16   1.13045536e+08  1.13045536e+08  2.90e-14 9.31e-10  1.97e-09     0s

Barrier solved model in 16 iterations and 0.02 seconds
Optimal objective 1.13045536e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpgefofd.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [5e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49967115e+11 -7.89841748e+09  3.98e+03 1.57e+03  5.23e+09     0s
   1   7.83264096e+10 -3.73126096e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02961185e+09 -1.86189627e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41633681e+09 -1.23739236e+10  5.17e+01 3.95e+04  1.31e+08     0s
   4   2.97577462e+09 -5.61459264e+09  1.16e+01 9.34e+03  4.58e+07     0s
   5   1.07869878e+09 -9.59424700e+08  0.00e+00 2.23e+01  5.43e+06     0s
   6   3.15146967e+08 -4.35241056e+07  0.00e+00 1.86e-09  9.47e+05     0s
   7   1.78688503e+08  8.82685978e+07  0.00e+00 1.75e-10  2.39e+05     0s
   8   1.45667352e+08  1.18749931e+08  0.00e+00 1.86e-09  7.10e+04     0s
   9   1.36433887e+08  1.27595134e+08  0.00e+00 9.31e-10  2.33e+04     0s
  10   1.32786768e+08  1.30390780e+08  0.00e+00 1.86e-09  6.32e+03     0s
  11   1.31576943e+08  1.31228394e+08  0.00e+00 2.33e-10  9.20e+02     0s
  12   1.31373697e+08  1.31358596e+08  0.00e+00 1.86e-09  3.98e+01     0s
  13   1.31364468e+08  1.31364105e+08  0.00e+00 1.86e-09  9.58e-01     0s
  14   1.31364224e+08  1.31364208e+08  0.00e+00 1.86e-09  4.12e-02     0s
  15   1.31364211e+08  1.31364210e+08  0.00e+00 1.86e-09  2.24e-03     0s
  16   1.31364210e+08  1.31364210e+08  0.00e+00 1.86e-09  1.88e-05     0s
  17   1.31364210e+08  1.31364210e+08  2.00e-14 2.33e-09  1.88e-08     0s
  18   1.31364210e+08  1.31364210e+08  4.80e-14 1.86e-09  1.88e-11     0s

Barrier solved model in 18 iterations and 0.01 seconds
Optimal objective 1.31364210e+08

Time queueing subproblems=1.95 seconds
Time loading results into instance Scenario_HighFuelCosts=0.06 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.17 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.44 Avg: 0.46 Max: 0.48 StdDev: 0.02 (seconds)
Aggregate sub-problem solve time=2.12 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=60966341.9560 Max-Min=15372.94
Converger=normalized-term-diff value is         0.0149 - threshold reached=False
Cumulative run-time=22.97 seconds

Initiating PH iteration=11
Scenario instance preprocessing time=0.51 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpvemkk4.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [6e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.16602304e+11 -7.24815735e+09  4.01e+03 1.04e+06  4.49e+09     0s
   1   3.20227482e+10 -3.15707599e+10  9.49e+02 1.18e+05  1.06e+09     0s
   2   4.21623772e+09 -1.29208551e+10  1.04e+02 6.16e+04  1.50e+08     0s
   3   2.62280950e+09 -8.49479732e+09  5.21e+01 3.18e+04  8.91e+07     0s
   4   1.78876411e+09 -3.88123573e+09  1.15e+01 7.49e+03  3.11e+07     0s
   5   7.26062332e+08 -6.53419332e+08  0.00e+00 3.02e+01  3.69e+06     0s
   6   2.26203202e+08 -5.09285187e+07  0.00e+00 6.98e-10  7.32e+05     0s
   7   1.18601697e+08  6.34595338e+07  0.00e+00 2.33e-10  1.45e+05     0s
   8   9.82784450e+07  8.46013743e+07  0.00e+00 1.82e-10  3.61e+04     0s
   9   9.37546954e+07  8.75322762e+07  0.00e+00 1.41e-10  1.64e+04     0s
  10   9.12486900e+07  8.95253223e+07  0.00e+00 1.16e-10  4.55e+03     0s
  11   9.04688517e+07  9.01445473e+07  0.00e+00 9.58e-11  8.56e+02     0s
  12   9.03011266e+07  9.02553556e+07  0.00e+00 1.16e-10  1.21e+02     0s
  13   9.02769904e+07  9.02688246e+07  0.00e+00 9.31e-10  2.15e+01     0s
  14   9.02721408e+07  9.02721086e+07  0.00e+00 4.66e-10  8.48e-02     0s
  15   9.02721168e+07  9.02721161e+07  7.05e-11 9.31e-10  1.67e-03     0s
  16   9.02721162e+07  9.02721162e+07  3.46e-09 9.31e-10  3.54e-06     0s
  17   9.02721162e+07  9.02721162e+07  5.54e-09 4.66e-10  3.54e-09     0s

Barrier solved model in 17 iterations and 0.01 seconds
Optimal objective 9.02721162e+07

Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpsjmwjb.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [6e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   1.93941494e+11 -7.80676604e+09  3.99e+03 2.19e+03  5.05e+09     0s
   1   6.25146544e+10 -3.60939608e+10  1.19e+03 1.41e+05  1.53e+09     0s
   2   7.15128839e+09 -1.80344363e+10  1.07e+02 7.34e+04  2.07e+08     0s
   3   4.38755398e+09 -1.19534063e+10  5.55e+01 3.86e+04  1.25e+08     0s
   4   2.65698170e+09 -5.48370029e+09  1.28e+01 9.31e+03  4.43e+07     0s
   5   1.01264285e+09 -9.83172512e+08  0.00e+00 6.00e+01  5.38e+06     0s
   6   2.90836874e+08 -6.00827340e+07  0.00e+00 1.86e-09  9.27e+05     0s
   7   1.62972896e+08  6.93465319e+07  0.00e+00 4.66e-10  2.47e+05     0s
   8   1.23960292e+08  1.03645993e+08  0.00e+00 9.31e-10  5.36e+04     0s
   9   1.14997388e+08  1.11601062e+08  0.00e+00 9.31e-10  8.96e+03     0s
  10   1.13426112e+08  1.12783060e+08  0.00e+00 9.31e-10  1.70e+03     0s
  11   1.13075310e+08  1.12958250e+08  0.00e+00 8.15e-10  3.09e+02     0s
  12   1.13007625e+08  1.13001112e+08  0.00e+00 9.31e-10  1.72e+01     0s
  13   1.13003673e+08  1.13003562e+08  0.00e+00 4.66e-10  2.92e-01     0s
  14   1.13003605e+08  1.13003604e+08  0.00e+00 9.31e-10  2.93e-04     0s
  15   1.13003604e+08  1.13003604e+08  0.00e+00 4.66e-10  2.94e-07     0s
  16   1.13003604e+08  1.13003604e+08  1.40e-14 9.31e-10  2.94e-10     0s

Barrier solved model in 16 iterations and 0.04 seconds
Optimal objective 1.13003604e+08

Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmp5sb4ut.gurobi.mst
Optimize a model with 453 rows, 475 columns and 1229 nonzeros
Model has 91 quadratic objective terms
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [6e-05, 8e+07]
  Bounds range    [4e-01, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 312 rows and 288 columns
Presolve time: 0.00s
Presolved: 141 rows, 187 columns, 515 nonzeros
Presolved model has 73 quadratic objective terms
Ordering time: 0.00s

Barrier statistics:
 AA' NZ     : 6.600e+02
 Factor NZ  : 1.884e+03
 Factor Ops : 2.896e+04 (less than 1 second per iteration)
 Threads    : 1

                  Objective                Residual
Iter       Primal          Dual         Primal    Dual     Compl     Time
   0   2.49966997e+11 -7.89824907e+09  3.98e+03 1.51e+03  5.23e+09     0s
   1   7.83266179e+10 -3.73126046e+10  1.18e+03 1.44e+05  1.57e+09     0s
   2   9.02991166e+09 -1.86189258e+10  9.53e+01 7.47e+04  2.17e+08     0s
   3   5.41653689e+09 -1.23736014e+10  5.17e+01 3.94e+04  1.31e+08     0s
   4   2.97615333e+09 -5.61380467e+09  1.16e+01 9.33e+03  4.58e+07     0s
   5   1.07884284e+09 -9.57872764e+08  0.00e+00 1.97e+01  5.42e+06     0s
   6   3.14962842e+08 -4.34385810e+07  0.00e+00 1.16e-09  9.46e+05     0s
   7   1.78720718e+08  8.82553706e+07  0.00e+00 1.86e-09  2.39e+05     0s
   8   1.45655743e+08  1.18725932e+08  0.00e+00 7.28e-11  7.11e+04     0s
   9   1.36312994e+08  1.27648677e+08  0.00e+00 1.86e-09  2.29e+04     0s
  10   1.32607944e+08  1.30458453e+08  0.00e+00 9.31e-10  5.67e+03     0s
  11   1.31502774e+08  1.31203701e+08  0.00e+00 1.86e-09  7.89e+02     0s
  12   1.31329775e+08  1.31317997e+08  0.00e+00 1.86e-09  3.11e+01     0s
  13   1.31322451e+08  1.31322211e+08  0.00e+00 4.66e-10  6.31e-01     0s
  14   1.31322288e+08  1.31322277e+08  0.00e+00 1.86e-09  2.89e-02     0s
  15   1.31322279e+08  1.31322278e+08  0.00e+00 1.86e-09  1.82e-03     0s
  16   1.31322278e+08  1.31322278e+08  0.00e+00 5.82e-10  1.25e-05     0s
  17   1.31322278e+08  1.31322278e+08  1.18e-14 3.73e-09  1.25e-08     0s
  18   1.31322278e+08  1.31322278e+08  2.27e-13 4.07e-10  1.25e-11     0s

Barrier solved model in 18 iterations and 0.03 seconds
Optimal objective 1.31322278e+08

Time queueing subproblems=1.91 seconds
Time loading results into instance Scenario_HighFuelCosts=0.06 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.06 seconds
Time loading results into instance Scenario_LowFuelCosts=0.06 seconds
Time waiting for subproblems=0.18 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.45 Avg: 0.47 Max: 0.48 StdDev: 0.02 (seconds)
Aggregate sub-problem solve time=2.10 seconds
Variable statistics compute time=0.00 seconds
Weight update time=0.08 seconds
Number of discrete variables fixed=0 (total=0)
Number of continuous variables fixed=0 (total=90)
First stage cost avg=60904591.2507 Max-Min= 6028.14
Converger=normalized-term-diff value is         0.0000 - threshold reached=True
Cumulative run-time=25.21 seconds

Number of discrete variables fixed before final plugin calls=0 (total=0)
Number of continuous variables fixed before final plugin calls=0 (total=90)
PH complete

Convergence history:
Converger=normalized-term-diff
Iteration    Metric Value
     0               0.1160
     1               0.1358
     2               0.0972
     3               0.0387
     4               0.0379
     5               0.0821
     6               0.0746
     7               0.0746
     8               0.0449
     9               0.0153
    10               0.0149
    11               0.0000


Final number of discrete variables fixed=0 (total=0)
Final number of continuous variables fixed=0 (total=90)

Computing objective inner bound at xhat solution
Deactivate PH objective proximal terms time=0.00 seconds
Deactivate PH objective weight terms time=0.00 seconds
Scenario instance preprocessing time=0.01 seconds
Solver manager queuing instance=Scenario_LowFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpqox_ya.gurobi.mst
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [7e+03, 6e+07]
  Bounds range    [1e-19, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 432 rows and 391 columns
Presolve time: 0.00s
Presolved: 21 rows, 83 columns, 121 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    6.2026648e+07   1.228902e+02   0.000000e+00      0s
      34    9.0845020e+07   0.000000e+00   0.000000e+00      0s

Solved in 34 iterations and 0.02 seconds
Optimal objective  9.084501960e+07
Solver manager queuing instance=Scenario_MediumFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmper0xun.gurobi.mst
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e+04, 6e+07]
  Bounds range    [1e-19, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 432 rows and 391 columns
Presolve time: 0.00s
Presolved: 21 rows, 83 columns, 121 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    6.2263548e+07   1.228902e+02   0.000000e+00      0s
      32    1.1560804e+08   0.000000e+00   0.000000e+00      0s

Solved in 32 iterations and 0.02 seconds
Optimal objective  1.156080437e+08
Solver manager queuing instance=Scenario_HighFuelCosts
Changed value of parameter QCPDual to 1
   Prev: 0  Min: 0  Max: 1  Default: 0
Read MIP start from file c:\\users\\benjamin\\appdata\\local\\temp\\tmpbvfhby.gurobi.mst
Optimize a model with 453 rows, 474 columns and 1229 nonzeros
Coefficient statistics:
  Matrix range    [5e-02, 2e+01]
  Objective range [1e+04, 6e+07]
  Bounds range    [1e-19, 1e+01]
  RHS range       [4e-01, 1e+01]
Presolve removed 432 rows and 391 columns
Presolve time: 0.00s
Presolved: 21 rows, 83 columns, 121 nonzeros

Iteration    Objective       Primal Inf.    Dual Inf.      Time
       0    6.2737348e+07   1.228902e+02   0.000000e+00      0s
      36    1.2809913e+08   0.000000e+00   0.000000e+00      0s

Solved in 36 iterations and 0.04 seconds
Optimal objective  1.280991295e+08
Time queueing subproblems=1.39 seconds
Time loading results into instance Scenario_HighFuelCosts=0.01 seconds
Time loading results into instance Scenario_MediumFuelCosts=0.01 seconds
Time loading results into instance Scenario_LowFuelCosts=0.01 seconds
Time waiting for subproblems=0.04 seconds
Sub-problem solve time statistics - Min: 0.00 Avg: 0.00 Max: 0.00 StdDev: 0.00 (seconds)
Sub-problem pyomo solve time statistics - Min: 0.45 Avg: 0.46 Max: 0.47 StdDev: 0.01 (seconds)
Aggregate sub-problem solve time=1.42 seconds

Computed objective upper bound=111517397.5920

X-hat variable values:

   Stage: Investment
          (Scenarios: Scenario_LowFuelCosts  Scenario_MediumFuelCosts  Scenario_HighFuelCosts  )
      Variable: BuildLocalTD
         Index:   [Central,2020]	Values:        0.5000      0.5000      0.5000

         Index:   [Central,2030]	Values:        2.0000      2.0000      2.0000

         Index: [Central,Legacy]	Values:        3.5000      3.5000      3.5000

         Index:     [North,2020]	Values:        0.5000      0.5000      0.5000

         Index:     [North,2030]	Values:        2.0000      2.0000      2.0000

         Index:   [North,Legacy]	Values:        5.5000      5.5000      5.5000

         Index:     [South,2020]	Values:        0.5000      0.5000      0.5000

         Index:     [South,2030]	Values:        2.0000      2.0000      2.0000

         Index:   [South,Legacy]	Values:        9.5000      9.5000      9.5000

          (Scenarios: Scenario_LowFuelCosts  Scenario_MediumFuelCosts  Scenario_HighFuelCosts  )
      Variable: BuildProj
         Index:          [C-Coal_ST,1985]	Values:        2.0000      2.0000      2.0000

         Index:            [C-NG_CC,2005]	Values:        2.0000      2.0000      2.0000

         Index:            [C-NG_CC,2020]	Values:        2.8577      2.8577      2.8577

         Index:            [C-NG_CC,2030]	Values:        7.4923      7.4923      7.4923

         Index:            [C-NG_GT,2005]	Values:        2.0000      2.0000      2.0000

         Index:           [C-Wind-1,2020]	Values:        0.7569      0.7569      0.7569

         Index:           [C-Wind-1,2030]	Values:        3.2431      3.2431      3.2431

         Index:           [C-Wind-2,2030]	Values:        3.0000      3.0000      3.0000

         Index:          [N-Coal_ST,1995]	Values:        2.0000      2.0000      2.0000

         Index:       [N-Geothermal,2000]	Values:        1.0000      1.0000      1.0000

         Index:            [N-NG_CC,2008]	Values:        2.0000      2.0000      2.0000

         Index:            [N-NG_GT,2009]	Values:        2.0000      2.0000      2.0000

         Index:           [N-Wind-1,2030]	Values:        2.9370      2.9370      2.9370

         Index:           [N-Wind-2,2030]	Values:        1.0000      1.0000      1.0000

         Index:       [S-Geothermal,1998]	Values:        3.0000      3.0000      3.0000

         Index:            [S-NG_CC,2000]	Values:        5.0000      5.0000      5.0000

         Index:            [S-NG_GT,1990]	Values:        3.0000      3.0000      3.0000

         Index:            [S-NG_GT,2002]	Values:        2.0000      2.0000      2.0000

          (Scenarios: Scenario_LowFuelCosts  Scenario_MediumFuelCosts  Scenario_HighFuelCosts  )
      Variable: BuildTrans
         Index:   [C-S,2030]	Values:        5.1141      5.1141      5.1141

         Index: [C-S,Legacy]	Values:        6.0000      6.0000      6.0000

         Index: [N-C,Legacy]	Values:        3.0000      3.0000      3.0000

      Cost Variable: InvestmentCost
         Tree Node: RootNode      (Scenarios:  Scenario_LowFuelCosts Scenario_MediumFuelCosts Scenario_HighFuelCosts )
         Values:  60902581.870060902581.870060902581.8700    Max-Min:        0.0000   Avg:  60902581.8700

X-hat costs:

Scenario Tree Costs
----------------------------------------------------
Tree Nodes:

	Name=HighFuelCosts
	Stage=Operation
	Parent=RootNode
	Conditional probability=0.3333
	Children:
		None
	Scenarios:
		Scenario_HighFuelCosts
	Expected cost of (sub)tree rooted at node=67196547.6325

	Name=LowFuelCosts
	Stage=Operation
	Parent=RootNode
	Conditional probability=0.3333
	Children:
		None
	Scenarios:
		Scenario_LowFuelCosts
	Expected cost of (sub)tree rooted at node=29942437.7292

	Name=MediumFuelCosts
	Stage=Operation
	Parent=RootNode
	Conditional probability=0.3333
	Children:
		None
	Scenarios:
		Scenario_MediumFuelCosts
	Expected cost of (sub)tree rooted at node=54705461.8046

	Name=RootNode
	Stage=Investment
	Parent=None
	Conditional probability=1.0000
	Children:
		HighFuelCosts
		LowFuelCosts
		MediumFuelCosts
	Scenarios:
		Scenario_HighFuelCosts
		Scenario_LowFuelCosts
		Scenario_MediumFuelCosts
	Expected cost of (sub)tree rooted at node=111517397.5921

----------------------------------------------------
Scenarios:

	Name=Scenario_HighFuelCosts
	Probability=0.3333
	Leaf Node=HighFuelCosts
	Tree node sequence:
		RootNode
		HighFuelCosts
	Stage=          Investment     Cost=60902581.8700
	Stage=           Operation     Cost=67196547.6325
	Total scenario cost=128099129.5025

	Name=Scenario_LowFuelCosts
	Probability=0.3333
	Leaf Node=LowFuelCosts
	Tree node sequence:
		RootNode
		LowFuelCosts
	Stage=          Investment     Cost=60902581.8700
	Stage=           Operation     Cost=29942437.7292
	Total scenario cost=90845019.5992

	Name=Scenario_MediumFuelCosts
	Probability=0.3333
	Leaf Node=MediumFuelCosts
	Tree node sequence:
		RootNode
		MediumFuelCosts
	Stage=          Investment     Cost=60902581.8700
	Stage=           Operation     Cost=54705461.8046
	Total scenario cost=115608043.6746

----------------------------------------------------

X-hat solution (scenario tree format):
----------------------------------------------------
Tree Nodes:

	Name=HighFuelCosts
	Stage=Operation
	Parent=RootNode
	Variables: 
		DispatchProj[C-Coal_ST,1]=1.692
		DispatchProj[C-Coal_ST,2]=1.692
		DispatchProj[C-Coal_ST,3]=1.692
		DispatchProj[C-Coal_ST,4]=1.692
		DispatchProj[C-Coal_ST,5]=1.692
		DispatchProj[C-Coal_ST,6]=1.692
		DispatchProj[C-NG_CC,1]=2.46214441596
		DispatchProj[C-NG_CC,2]=1.16605517002
		DispatchProj[C-NG_CC,3]=1.75574157071
		DispatchProj[C-NG_CC,4]=1.40671896253
		DispatchProj[C-NG_CC,5]=2.1719673116
		DispatchProj[C-NG_CC,6]=4.5662287167
		DispatchProj[C-NG_CC,7]=9.72897076642
		DispatchProj[C-NG_GT,6]=1.88
		DispatchProj[C-Wind-1,1]=0.496558969461
		DispatchProj[C-Wind-1,2]=0.300944829977
		DispatchProj[C-Wind-1,3]=0.549224314707
		DispatchProj[C-Wind-1,4]=0.376181037471
		DispatchProj[C-Wind-1,5]=0.165519656487
		DispatchProj[C-Wind-1,6]=0.0376181037471
		DispatchProj[C-Wind-1,7]=3.1808
		DispatchProj[C-Wind-2,7]=2.56452
		DispatchProj[N-Coal_ST,1]=1.692
		DispatchProj[N-Coal_ST,2]=1.692
		DispatchProj[N-Coal_ST,3]=1.692
		DispatchProj[N-Coal_ST,4]=1.692
		DispatchProj[N-Coal_ST,5]=1.692
		DispatchProj[N-Coal_ST,6]=1.692
		DispatchProj[N-Geothermal,1]=0.96858075
		DispatchProj[N-Geothermal,2]=0.96858075
		DispatchProj[N-Geothermal,3]=0.96858075
		DispatchProj[N-Geothermal,4]=0.96858075
		DispatchProj[N-Geothermal,5]=0.96858075
		DispatchProj[N-Geothermal,6]=0.96858075
		DispatchProj[N-Geothermal,7]=0.96858075
		DispatchProj[N-NG_CC,1]=1.88
		DispatchProj[N-NG_CC,2]=1.55141925
		DispatchProj[N-NG_CC,3]=1.88
		DispatchProj[N-NG_CC,4]=1.76201925
		DispatchProj[N-NG_CC,5]=1.55141925
		DispatchProj[N-NG_CC,6]=1.88
		DispatchProj[N-NG_CC,7]=1.88
		DispatchProj[N-NG_GT,6]=0.958602302369
		DispatchProj[N-Wind-1,7]=2.33553149525
		DispatchProj[N-Wind-2,7]=0.86478
		DispatchProj[S-Geothermal,1]=2.90574225
		DispatchProj[S-Geothermal,2]=2.90574225
		DispatchProj[S-Geothermal,3]=2.90574225
		DispatchProj[S-Geothermal,4]=2.90574225
		DispatchProj[S-Geothermal,5]=2.90574225
		DispatchProj[S-Geothermal,6]=2.90574225
		DispatchProj[S-Geothermal,7]=1.32734002275
		DispatchProj[S-NG_CC,1]=3.41225775
		DispatchProj[S-NG_CC,2]=4.46525775
		DispatchProj[S-NG_CC,3]=3.93875775
		DispatchProj[S-NG_CC,4]=4.67585775
		DispatchProj[S-NG_CC,5]=4.7
		DispatchProj[S-NG_CC,6]=4.7
		ProjFuelUseRate[C-Coal_ST,1,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,2,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,3,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,4,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,5,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,6,Coal]=16.074
		ProjFuelUseRate[C-NG_CC,1,NaturalGas]=16.508678309
		ProjFuelUseRate[C-NG_CC,2,NaturalGas]=7.818399915
		ProjFuelUseRate[C-NG_CC,3,NaturalGas]=11.7722472316
		ProjFuelUseRate[C-NG_CC,4,NaturalGas]=9.43205064375
		ProjFuelUseRate[C-NG_CC,5,NaturalGas]=14.5630408243
		ProjFuelUseRate[C-NG_CC,6,NaturalGas]=30.6165635455
		ProjFuelUseRate[C-NG_CC,7,NaturalGas]=65.2327489889
		ProjFuelUseRate[C-NG_GT,6,NaturalGas]=19.5332
		ProjFuelUseRate[N-Coal_ST,1,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,2,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,3,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,4,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,5,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,6,Coal]=15.228
		ProjFuelUseRate[N-NG_CC,1,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_CC,2,NaturalGas]=10.4022660712
		ProjFuelUseRate[N-NG_CC,3,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_CC,4,NaturalGas]=11.8143390713
		ProjFuelUseRate[N-NG_CC,5,NaturalGas]=10.4022660712
		ProjFuelUseRate[N-NG_CC,6,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_CC,7,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_GT,6,NaturalGas]=9.95987792161
		ProjFuelUseRate[S-NG_CC,1,NaturalGas]=22.8791882137
		ProjFuelUseRate[S-NG_CC,2,NaturalGas]=29.9395532138
		ProjFuelUseRate[S-NG_CC,3,NaturalGas]=26.4093707138
		ProjFuelUseRate[S-NG_CC,4,NaturalGas]=31.3516262138
		ProjFuelUseRate[S-NG_CC,5,NaturalGas]=31.5135
		ProjFuelUseRate[S-NG_CC,6,NaturalGas]=31.5135

	Name=LowFuelCosts
	Stage=Operation
	Parent=RootNode
	Variables: 
		DispatchProj[C-Coal_ST,1]=1.692
		DispatchProj[C-Coal_ST,2]=1.692
		DispatchProj[C-Coal_ST,3]=1.692
		DispatchProj[C-Coal_ST,4]=1.692
		DispatchProj[C-Coal_ST,5]=1.692
		DispatchProj[C-Coal_ST,6]=1.692
		DispatchProj[C-NG_CC,1]=4.5662287167
		DispatchProj[C-NG_CC,2]=4.5662287167
		DispatchProj[C-NG_CC,3]=4.5662287167
		DispatchProj[C-NG_CC,4]=4.5662287167
		DispatchProj[C-NG_CC,5]=4.5662287167
		DispatchProj[C-NG_CC,6]=4.5662287167
		DispatchProj[C-NG_CC,7]=9.72897076642
		DispatchProj[C-NG_GT,6]=1.88
		DispatchProj[C-Wind-1,1]=0.496558969461
		DispatchProj[C-Wind-1,2]=0.300944829977
		DispatchProj[C-Wind-1,3]=0.549224314707
		DispatchProj[C-Wind-1,4]=0.376181037471
		DispatchProj[C-Wind-1,5]=0.165519656487
		DispatchProj[C-Wind-1,6]=0.0376181037471
		DispatchProj[C-Wind-1,7]=3.1808
		DispatchProj[C-Wind-2,7]=2.56452
		DispatchProj[N-Coal_ST,1]=1.692
		DispatchProj[N-Coal_ST,2]=1.692
		DispatchProj[N-Coal_ST,3]=1.692
		DispatchProj[N-Coal_ST,4]=1.692
		DispatchProj[N-Coal_ST,5]=1.692
		DispatchProj[N-Coal_ST,6]=1.692
		DispatchProj[N-Coal_ST,7]=1.692
		DispatchProj[N-Geothermal,1]=0.96858075
		DispatchProj[N-Geothermal,2]=0.96858075
		DispatchProj[N-Geothermal,3]=0.96858075
		DispatchProj[N-Geothermal,4]=0.96858075
		DispatchProj[N-Geothermal,5]=0.96858075
		DispatchProj[N-Geothermal,6]=0.96858075
		DispatchProj[N-Geothermal,7]=0.0494166662858
		DispatchProj[N-NG_CC,1]=1.88
		DispatchProj[N-NG_CC,2]=1.55141925
		DispatchProj[N-NG_CC,3]=1.88
		DispatchProj[N-NG_CC,4]=1.76201925
		DispatchProj[N-NG_CC,5]=1.88
		DispatchProj[N-NG_CC,6]=1.88
		DispatchProj[N-NG_CC,7]=1.88
		DispatchProj[N-NG_GT,6]=1.77741925
		DispatchProj[N-Wind-1,7]=2.33553149525
		DispatchProj[N-Wind-2,7]=0.86478
		DispatchProj[S-Geothermal,1]=0.358625260403
		DispatchProj[S-Geothermal,2]=0.358625260403
		DispatchProj[S-Geothermal,3]=0.358625260403
		DispatchProj[S-Geothermal,4]=0.358625260403
		DispatchProj[S-Geothermal,5]=0.358625260403
		DispatchProj[S-Geothermal,6]=0.358625260403
		DispatchProj[S-Geothermal,7]=0.60927438659
		DispatchProj[S-NG_CC,1]=3.9815354969
		DispatchProj[S-NG_CC,2]=3.81621160572
		DispatchProj[S-NG_CC,3]=3.84401682236
		DispatchProj[S-NG_CC,4]=4.25303557067
		DispatchProj[S-NG_CC,5]=4.7
		DispatchProj[S-NG_CC,6]=4.7
		DispatchProj[S-NG_GT,6]=1.74535872837
		ProjFuelUseRate[C-Coal_ST,1,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,2,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,3,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,4,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,5,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,6,Coal]=16.074
		ProjFuelUseRate[C-NG_CC,1,NaturalGas]=30.6165635455
		ProjFuelUseRate[C-NG_CC,2,NaturalGas]=30.6165635455
		ProjFuelUseRate[C-NG_CC,3,NaturalGas]=30.6165635455
		ProjFuelUseRate[C-NG_CC,4,NaturalGas]=30.6165635455
		ProjFuelUseRate[C-NG_CC,5,NaturalGas]=30.6165635455
		ProjFuelUseRate[C-NG_CC,6,NaturalGas]=30.6165635455
		ProjFuelUseRate[C-NG_CC,7,NaturalGas]=65.2327489889
		ProjFuelUseRate[C-NG_GT,6,NaturalGas]=19.5332
		ProjFuelUseRate[N-Coal_ST,1,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,2,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,3,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,4,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,5,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,6,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,7,Coal]=15.228
		ProjFuelUseRate[N-NG_CC,1,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_CC,2,NaturalGas]=10.4022660712
		ProjFuelUseRate[N-NG_CC,3,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_CC,4,NaturalGas]=11.8143390713
		ProjFuelUseRate[N-NG_CC,5,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_CC,6,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_CC,7,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_GT,6,NaturalGas]=18.4673860075
		ProjFuelUseRate[S-NG_CC,1,NaturalGas]=26.6961955067
		ProjFuelUseRate[S-NG_CC,2,NaturalGas]=25.5876988163
		ProjFuelUseRate[S-NG_CC,3,NaturalGas]=25.774132794
		ProjFuelUseRate[S-NG_CC,4,NaturalGas]=28.5166035014
		ProjFuelUseRate[S-NG_CC,5,NaturalGas]=31.5135
		ProjFuelUseRate[S-NG_CC,6,NaturalGas]=31.5135
		ProjFuelUseRate[S-NG_GT,6,NaturalGas]=18.1342771878

	Name=MediumFuelCosts
	Stage=Operation
	Parent=RootNode
	Variables: 
		DispatchProj[C-Coal_ST,1]=1.692
		DispatchProj[C-Coal_ST,2]=1.692
		DispatchProj[C-Coal_ST,3]=1.692
		DispatchProj[C-Coal_ST,4]=1.692
		DispatchProj[C-Coal_ST,5]=1.692
		DispatchProj[C-Coal_ST,6]=1.692
		DispatchProj[C-NG_CC,1]=2.46214441596
		DispatchProj[C-NG_CC,2]=1.16605517002
		DispatchProj[C-NG_CC,3]=1.75574157071
		DispatchProj[C-NG_CC,4]=1.40671896253
		DispatchProj[C-NG_CC,5]=2.1719673116
		DispatchProj[C-NG_CC,6]=4.5662287167
		DispatchProj[C-NG_CC,7]=7.76949888298
		DispatchProj[C-NG_GT,6]=1.88
		DispatchProj[C-Wind-1,1]=0.496558969461
		DispatchProj[C-Wind-1,2]=0.300944829977
		DispatchProj[C-Wind-1,3]=0.549224314707
		DispatchProj[C-Wind-1,4]=0.376181037471
		DispatchProj[C-Wind-1,5]=0.165519656487
		DispatchProj[C-Wind-1,6]=0.0376181037471
		DispatchProj[C-Wind-1,7]=3.1808
		DispatchProj[C-Wind-2,7]=2.56452
		DispatchProj[N-Coal_ST,1]=1.692
		DispatchProj[N-Coal_ST,2]=1.692
		DispatchProj[N-Coal_ST,3]=1.692
		DispatchProj[N-Coal_ST,4]=1.692
		DispatchProj[N-Coal_ST,5]=1.692
		DispatchProj[N-Coal_ST,6]=1.692
		DispatchProj[N-Coal_ST,7]=1.692
		DispatchProj[N-Geothermal,1]=0.96858075
		DispatchProj[N-Geothermal,2]=0.96858075
		DispatchProj[N-Geothermal,3]=0.96858075
		DispatchProj[N-Geothermal,4]=0.96858075
		DispatchProj[N-Geothermal,5]=0.96858075
		DispatchProj[N-Geothermal,6]=0.96858075
		DispatchProj[N-Geothermal,7]=0.96858075
		DispatchProj[N-NG_CC,1]=1.88
		DispatchProj[N-NG_CC,2]=1.55141925
		DispatchProj[N-NG_CC,3]=1.88
		DispatchProj[N-NG_CC,4]=1.76201925
		DispatchProj[N-NG_CC,5]=1.55141925
		DispatchProj[N-NG_CC,6]=1.88
		DispatchProj[N-NG_CC,7]=0.457107754745
		DispatchProj[N-NG_GT,6]=0.958602302369
		DispatchProj[N-Wind-1,7]=2.33553149525
		DispatchProj[N-Wind-2,7]=0.86478
		DispatchProj[S-Geothermal,1]=2.90574225
		DispatchProj[S-Geothermal,2]=2.90574225
		DispatchProj[S-Geothermal,3]=2.90574225
		DispatchProj[S-Geothermal,4]=2.90574225
		DispatchProj[S-Geothermal,5]=2.90574225
		DispatchProj[S-Geothermal,6]=2.90574225
		DispatchProj[S-Geothermal,7]=2.90574225
		DispatchProj[S-NG_CC,1]=3.41225775
		DispatchProj[S-NG_CC,2]=4.46525775
		DispatchProj[S-NG_CC,3]=3.93875775
		DispatchProj[S-NG_CC,4]=4.67585775
		DispatchProj[S-NG_CC,5]=4.7
		DispatchProj[S-NG_CC,6]=4.7
		ProjFuelUseRate[C-Coal_ST,1,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,2,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,3,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,4,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,5,Coal]=16.074
		ProjFuelUseRate[C-Coal_ST,6,Coal]=16.074
		ProjFuelUseRate[C-NG_CC,1,NaturalGas]=16.508678309
		ProjFuelUseRate[C-NG_CC,2,NaturalGas]=7.818399915
		ProjFuelUseRate[C-NG_CC,3,NaturalGas]=11.7722472316
		ProjFuelUseRate[C-NG_CC,4,NaturalGas]=9.43205064375
		ProjFuelUseRate[C-NG_CC,5,NaturalGas]=14.5630408243
		ProjFuelUseRate[C-NG_CC,6,NaturalGas]=30.6165635455
		ProjFuelUseRate[C-NG_CC,7,NaturalGas]=52.0944900104
		ProjFuelUseRate[C-NG_GT,6,NaturalGas]=19.5332
		ProjFuelUseRate[N-Coal_ST,1,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,2,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,3,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,4,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,5,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,6,Coal]=15.228
		ProjFuelUseRate[N-Coal_ST,7,Coal]=15.228
		ProjFuelUseRate[N-NG_CC,1,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_CC,2,NaturalGas]=10.4022660712
		ProjFuelUseRate[N-NG_CC,3,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_CC,4,NaturalGas]=11.8143390713
		ProjFuelUseRate[N-NG_CC,5,NaturalGas]=10.4022660712
		ProjFuelUseRate[N-NG_CC,6,NaturalGas]=12.6054
		ProjFuelUseRate[N-NG_CC,7,NaturalGas]=3.06490749557
		ProjFuelUseRate[N-NG_GT,6,NaturalGas]=9.95987792161
		ProjFuelUseRate[S-NG_CC,1,NaturalGas]=22.8791882137
		ProjFuelUseRate[S-NG_CC,2,NaturalGas]=29.9395532138
		ProjFuelUseRate[S-NG_CC,3,NaturalGas]=26.4093707138
		ProjFuelUseRate[S-NG_CC,4,NaturalGas]=31.3516262138
		ProjFuelUseRate[S-NG_CC,5,NaturalGas]=31.5135
		ProjFuelUseRate[S-NG_CC,6,NaturalGas]=31.5135

	Name=RootNode
	Stage=Investment
	Parent=None
	Variables: 
		BuildLocalTD[Central,2020]=0.5
		BuildLocalTD[Central,2030]=2.0
		BuildLocalTD[Central,Legacy]=3.5
		BuildLocalTD[North,2020]=0.5
		BuildLocalTD[North,2030]=2.0
		BuildLocalTD[North,Legacy]=5.49999999999
		BuildLocalTD[South,2020]=0.5
		BuildLocalTD[South,2030]=2.0
		BuildLocalTD[South,Legacy]=9.49999999999
		BuildProj[C-Coal_ST,1985]=2.0
		BuildProj[C-NG_CC,2005]=2.0
		BuildProj[C-NG_CC,2020]=2.85769012415
		BuildProj[C-NG_CC,2030]=7.49227877629
		BuildProj[C-NG_GT,2005]=2.0
		BuildProj[C-Wind-1,2020]=0.756903495916
		BuildProj[C-Wind-1,2030]=3.24309650408
		BuildProj[C-Wind-2,2030]=3.0
		BuildProj[N-Coal_ST,1995]=2.0
		BuildProj[N-Geothermal,2000]=0.999999999999
		BuildProj[N-NG_CC,2008]=2.0
		BuildProj[N-NG_GT,2009]=2.0
		BuildProj[N-Wind-1,2030]=2.9370365886
		BuildProj[N-Wind-2,2030]=0.999999999999
		BuildProj[S-Geothermal,1998]=3.0
		BuildProj[S-NG_CC,2000]=5.0
		BuildProj[S-NG_GT,1990]=3.0
		BuildProj[S-NG_GT,2002]=2.0
		BuildTrans[C-S,2030]=5.11406980149
		BuildTrans[C-S,Legacy]=5.99999999999
		BuildTrans[N-C,Legacy]=3.0


Deactivate PH objective weight terms time=0.00 seconds
Deactivate PH objective proximal terms time=0.00 seconds

Total PH execution time=26.66 seconds

PH run-time statistics:
Initialization time=  6.10 seconds
Overall solve time=   25.22 seconds
Scenario solve time=  25.38 seconds
Average update time=  0.00 seconds
Weight update time=   0.93 seconds
Scenario tree solution written to file=ph.csv
CostVarDetail.csv written for modeling checking.

Total execution time=34.74 seconds
