-
Notifications
You must be signed in to change notification settings - Fork 11
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
1 parent
c07a547
commit 9b0456d
Showing
152 changed files
with
11,179 additions
and
2,666 deletions.
There are no files selected for viewing
10,860 changes: 8,281 additions & 2,579 deletions
10,860
notebooks/validation-optimisation/3.0-ajmk-Over-Years.ipynb
Large diffs are not rendered by default.
Oops, something went wrong.
10 changes: 5 additions & 5 deletions
10
notebooks/validation-optimisation/data/results/error_metrics.csv
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,6 +1,6 @@ | ||
Technology,MAE,MASE,RMSE,SD | ||
CCGT,6.42,0.592,7.941,5.266 | ||
Coal,9.303,0.397,10.791,10.831 | ||
Nuclear,3.055,1.519,3.161,1.375 | ||
Solar,0.592,0.428,0.969,1.226 | ||
Wind,1.357,0.244,1.579,4.563 | ||
CCGT,6.82,0.63,8.31,4.86 | ||
Coal,9.43,0.4,10.91,10.61 | ||
Nuclear,3.11,1.55,3.2,1.31 | ||
Solar,0.52,0.38,0.85,1.33 | ||
Wind,1.37,0.25,1.55,4.48 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Binary file modified
BIN
-5 Bytes
(100%)
notebooks/validation-optimisation/figures/introduction/uk_historical_mix.pdf
Binary file not shown.
Binary file modified
BIN
-12 Bytes
(100%)
notebooks/validation-optimisation/figures/results/throughout_years.pdf
Binary file not shown.
Binary file added
BIN
+430 KB
notebooks/validation-optimisation/figures/results/throughout_years.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
49 changes: 49 additions & 0 deletions
49
.../best_run_all_dat/demand_none-carbon_none-datetime_2019-08-16_18-55-40-capacity_52152.csv
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,49 @@ | ||
,contributed_CCGT,contributed_Coal,contributed_Onshore,contributed_Offshore,contributed_PV,contributed_Nuclear,contributed_Recip_gas,contributed_Biomass,total_CCGT,total_Coal,total_Onshore,total_Offshore,total_PV,total_Nuclear,total_Recip_gas,Carbon_tax,total_genco_wealth,Electricity_cost,Carbon_emitted | ||
0,263057.04000000027,300245.8199999989,12574.927903999946,12490.430519999998,0.0,163428.8815487999,1955.5200000000004,0,31272.0,17737.0,4783.0,2949.0,0.0,9238.0,672.0,23.619999999999997,10603279333.210169,62.946771198577075,1231.6914958563575 | ||
1,151816.32,290440.339999999,12663.542544999953,12497.15424,0.0,163428.8815487999,0.0,0,31272.0,17737.0,4783.0,2949.0,0.0,9238.0,672.0,23.619999999999997,8273589246.85481,55.409731338509005,962.0981377953204 | ||
2,274005.3600000003,291422.309999999,11658.160728000057,12340.267439999989,0.0,163428.8815487999,1955.5200000000004,0,31272.0,17737.0,4783.0,2949.0,0.0,9238.0,672.0,23.619999999999997,11334840517.267567,62.515618640675235,1235.334254089379 | ||
3,287718.4800000002,297610.37999999896,12562.865177999985,12522.928499999996,0.0,163428.8815487999,3259.1999999999953,0,31272.0,17737.0,4783.0,2949.0,0.0,9238.0,672.0,23.619999999999997,16500584665.971397,63.24411120383249,1301.9391907112374 | ||
4,73082.87999999995,222715.22000000012,12519.60240199995,12497.15424,0.0,150520.3940799999,0.0,0,31272.0,17737.0,4783.0,2949.0,0.0,9238.0,672.0,23.619999999999997,4954945913.0572405,46.85720068566069,645.3245428775599 | ||
5,280782.0000000002,310882.37999999884,12663.542544999955,12497.15424,0.0,163428.8815487999,1955.5200000000004,0,31272.0,17737.0,4783.0,2949.0,0.0,9238.0,672.0,23.619999999999997,11078407968.54132,63.293242400553574,1306.206263367238 | ||
6,93126.9599999999,212599.27000000008,15401.362597999996,14368.869794999993,0.0,142697.31404879992,0.0,0,31272.0,17737.0,4783.0,2949.0,0.0,9238.0,672.0,23.619999999999997,-6057507473.656986,46.96284399939177,663.44131467946 | ||
7,148227.84000000005,197654.84000000014,18636.226753000014,16175.309234999995,0.0,153198.35975919993,0.0,0,31272.0,17737.0,4783.0,2949.0,0.0,9238.0,672.0,23.619999999999997,-24271551359.09625,50.39347239191736,741.9491298663196 | ||
8,231107.7600000002,288514.3199999991,12475.02255999995,12490.430519999998,0.0,163428.8815487999,1839.1200000000006,0,31272.0,17737.0,4745.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-25887986469.54673,58.1821344865983,1159.3818566193563 | ||
9,142654.3199999999,270731.4199999993,12562.933174999958,12497.15424,0.0,163428.8815487999,0.0,0,31272.0,17737.0,4745.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-33200065909.18551,51.440543869530295,899.4740619251612 | ||
10,309577.6800000003,202247.10999999955,11565.538920000063,12340.267439999989,0.0,163428.8815487999,4151.599999999994,0,31272.0,17737.0,4745.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-38468343374.85212,61.93940218934588,1139.8741815597768 | ||
11,283592.16000000015,269317.3199999994,12463.055669999989,12522.928499999996,0.0,163428.8815487999,2985.6599999999953,0,31272.0,17737.0,4745.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-39310196927.222244,61.387733810402544,1229.3862230133561 | ||
12,44421.119999999944,229524.23000000013,12402.713618999958,12497.15424,0.0,147886.6557447999,0.0,0,31272.0,17737.0,4745.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-54883313269.81663,39.784581531795276,602.3347813735396 | ||
13,252430.56000000008,303582.77999999886,12562.933174999962,12497.15424,0.0,163428.8815487999,1839.1200000000006,0,31272.0,17737.0,4745.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-57535310409.41052,55.899584490146914,1236.515958526437 | ||
14,79486.55999999994,198582.30000000016,15267.529176,14368.869794999993,0.0,141798.02472079993,0.0,0,31272.0,17737.0,4745.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-81416090555.00542,41.58520943310227,604.4738638553995 | ||
15,121899.59999999996,196736.07000000007,18485.849011000006,16175.309234999995,0.0,153198.35975919993,0.0,0,31272.0,17737.0,4745.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-108546214380.56065,45.464362112245,686.4526611258598 | ||
16,222395.04000000018,259033.8899999997,17720.05311999992,12490.430519999998,0.0,163428.8815487999,1769.2800000000004,0,31272.0,17737.0,6740.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-113579807330.83601,54.58468452293962,1076.7324200782218 | ||
17,123756.47999999984,250025.51999999967,17844.92509999993,12497.15424,0.0,163428.8815487999,0.0,0,31272.0,17737.0,6740.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-121496787135.5472,48.834576246637816,815.4374420769598 | ||
18,227156.40000000026,255100.48000000007,16428.18384000008,12340.267439999989,0.0,163067.6915727999,1778.9800000000005,0,31272.0,17737.0,6740.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-126454186435.0805,51.489305949093136,1079.4647454710416 | ||
19,246242.16000000003,268460.96,17703.05483999987,12522.928499999996,0.0,163428.8815487999,2392.019999999996,0,31272.0,17737.0,6740.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-130182228620.24466,54.55959954968812,1151.4027170220822 | ||
20,81395.27999999993,164004.00000000012,17647.403611999933,12497.15424,0.0,145970.13750479993,0.0,0,31272.0,17737.0,6740.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-146300454632.65137,40.89559501272863,531.1906159919997 | ||
21,264294.00000000023,247800.87999999998,17844.925099999935,12497.15424,0.0,163428.8815487999,1868.2200000000007,0,31272.0,17737.0,6740.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-153945249427.74768,57.01605787237508,1143.5482738302426 | ||
22,56578.319999999934,196781.88999999998,21723.256894000027,14368.869794999993,0.0,137446.79119359993,0.0,0,31272.0,17737.0,6740.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-180360418650.74368,37.57591593615559,553.9527053822198 | ||
23,98333.9999999999,190968.28000000017,26274.706704999975,16175.309234999995,0.0,147759.87069199994,0.0,0,31272.0,17737.0,6740.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-210763780726.15094,41.6011249256936,625.7442580554394 | ||
24,271024.5600000001,156764.44000000003,17680.61679999991,12490.430519999998,0.0,163428.8815487999,8582.559999999987,0,31272.0,17737.0,6725.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-216897818884.0173,51.351735932674366,977.1638274871202 | ||
25,145977.12000000002,183886.72,17805.21087499993,12497.15424,0.0,163428.8815487999,1105.8000000000002,0,31272.0,17737.0,6725.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-226675215165.354,46.222055678402945,749.9752084345596 | ||
26,289307.5200000002,137845.52000000014,16391.62260000007,12340.267439999989,0.0,163428.8815487999,8582.559999999987,0,31272.0,17737.0,6725.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-237972054558.7501,51.76043057987411,974.8820224369592 | ||
27,250418.15999999997,214203.76000000018,17663.656349999885,12522.928499999996,0.0,163428.8815487999,8431.239999999987,0,31272.0,17737.0,6725.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-245480867461.36392,50.324744296343944,1062.7907764564834 | ||
28,133046.63999999996,77562.99000000008,17601.758127999925,12497.15424,0.0,144470.09342079994,0.0,0,31272.0,17737.0,6725.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-263509420718.7535,39.48432576125595,476.3588239600205 | ||
29,240457.68000000025,224119.84000000008,17805.210874999928,12497.15424,0.0,163428.8815487999,6834.619999999993,0,31272.0,17737.0,6725.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-275389173924.71545,49.44036573817224,1060.1075277363232 | ||
30,95451.83999999991,134098.55000000002,21545.266841000033,14368.869794999993,0.0,135917.26221359993,0.0,0,31272.0,17737.0,6725.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-305124950318.714,36.17388651477635,494.4297626728992 | ||
31,146928.23999999976,99748.56000000003,26189.60744099999,16175.309234999995,0.0,145094.4360935999,0.0,0,31272.0,17737.0,6725.0,2949.0,0.0,9238.0,632.0,23.619999999999997,-339162224839.6789,39.47091610246438,557.7806196868784 | ||
32,387357.84000000026,82081.00000000007,33336.835839999985,12490.430519999998,3631.030415999996,163428.8815487999,0.0,0,63024.0,17737.0,12320.0,2949.0,3568.0,9238.0,632.0,23.619999999999997,-361160453473.27734,47.55301103161994,969.4917944380016 | ||
33,315102.7200000011,79556.16000000008,33571.758199999924,12497.15424,3593.892239999994,163428.8815487999,0.0,0,63024.0,17737.0,12320.0,2949.0,3568.0,9238.0,632.0,23.619999999999997,-375013105847.30743,47.20624215839903,817.1799779116818 | ||
34,326932.3200000001,138229.46,30906.434880000077,12340.267439999989,1909.5212159999985,163428.8815487999,0.0,0,63024.0,17737.0,12320.0,2949.0,3568.0,9238.0,632.0,23.619999999999997,-389045058166.7971,46.10357151483623,972.1175501850813 | ||
35,405892.08000000083,90471.59000000001,33304.85687999999,12522.928499999996,3669.716015999992,163428.8815487999,0.0,0,63024.0,17737.0,12320.0,2949.0,3568.0,9238.0,632.0,23.619999999999997,-404498673912.2022,49.79840469435877,1027.803437782822 | ||
36,238189.68000000034,102852.47000000003,33223.2652329999,12497.15424,3593.8922399999938,137306.73793759992,0.0,0,63024.0,17737.0,12320.0,2949.0,3568.0,9238.0,632.0,23.619999999999997,-426273243591.3719,37.370026632214106,713.0298462530607 | ||
37,385228.56000000075,126128.23999999993,33571.75819999992,12497.15424,3593.8922399999933,163428.8815487999,0.0,0,63024.0,17737.0,12320.0,2949.0,3568.0,9238.0,632.0,23.619999999999997,-449539324090.447,46.71609145196144,1063.4562792795211 | ||
38,236020.80000000034,105976.13000000008,38135.19818099991,14237.604399999995,5185.804679999987,126607.40630159996,0.0,0,63024.0,17737.0,12320.0,2949.0,3568.0,9238.0,632.0,23.619999999999997,-483120106266.9557,37.24084119255363,715.5971485297416 | ||
39,309016.8000000009,70720.8,48701.95138099992,16175.309234999995,8570.407824,130854.70557039994,0.0,0,63024.0,17737.0,12320.0,2949.0,3568.0,9238.0,632.0,23.619999999999997,-529709980545.912,37.83328832255058,785.1103556784013 | ||
40,307701.6000000004,174943.9200000002,34540.95814400003,12490.430519999998,3690.8004639999954,163428.8815487999,0.0,0,63024.0,17737.0,12778.0,2949.0,3600.0,9238.0,92.0,23.619999999999997,-541167439610.4787,48.72568729707509,1015.0037612001605 | ||
41,299900.6400000013,80077.56,34784.36586999993,12497.15424,3653.050959999993,163428.8815487999,0.0,0,63024.0,17737.0,12778.0,2949.0,3600.0,9238.0,92.0,23.619999999999997,-557925866934.5852,47.446263400521076,787.4832064288801 | ||
42,348531.84000000084,94742.33000000009,32022.771408000157,12340.267439999989,1940.953663999998,163428.8815487999,0.0,0,63024.0,17737.0,12778.0,2949.0,3600.0,9238.0,92.0,23.619999999999997,-574647690434.425,48.82972142850567,918.9274808773413 | ||
43,341581.9200000007,194706.56000000006,34507.82410800003,12522.928499999996,3730.122863999991,163428.8815487999,0.0,0,63024.0,17737.0,12778.0,2949.0,3600.0,9238.0,92.0,23.619999999999997,-586686109985.504,48.22078319295229,1127.8791261708823 | ||
44,93349.19999999985,110452.27000000003,34387.19384099992,12497.15424,3653.0509599999928,134881.60524159993,0.0,0,63024.0,17737.0,12778.0,2949.0,3600.0,9238.0,92.0,23.619999999999997,-608165228586.2638,39.0950995931803,435.9618503734596 | ||
45,385930.0800000009,93015.39000000004,34784.36586999993,12497.15424,3653.0509599999923,163428.8815487999,0.0,0,63024.0,17737.0,12778.0,2949.0,3600.0,9238.0,92.0,23.619999999999997,-635624674373.8002,50.695489236510376,990.9924176152207 | ||
46,304538.40000000095,38861.67999999998,38920.43209599993,14069.206639999995,5271.167719999985,126607.40630159996,0.0,0,63024.0,17737.0,12778.0,2949.0,3600.0,9238.0,92.0,23.619999999999997,-673339282037.6514,39.85032437470506,704.9288270286402 | ||
47,34293.59999999999,173901.91000000018,49507.578284999916,16175.309234999995,8711.484495999997,127463.94253039995,0.0,0,63024.0,17737.0,12778.0,2949.0,3600.0,9238.0,92.0,23.619999999999997,-712604946524.8474,36.14316919823312,457.6603821701794 |
Oops, something went wrong.