Research Article

Optimal Operation of the Hybrid Electricity Generation System Using Multiverse Optimization Algorithm

Table 5

Electricity production of all 95 sources for five case studies.

Case Study 1Case Study 2Case Study 3Case Study 4Case Study 5

Price in PKR1.12E + 081.51E + 081.84E + 081.97E + 082.16E + 08
Variables (megawatts)15003.161900323000.0825000.327208.36
TD ()2379.1371566.352938.16434783476.16
MD ()818.6771000905.7829763.4957983.48
GBHPP ()516.533714501023.3521347.3061421.054
WD ()130.7975210.4076177.7411106.4834181.5488
CB ()38.7471818475.42442174.4151163.8171
DKD ()42.56789116.3349116.020460.36495127.4962
AKHPP ()25.029090.415286119.003433.8710147.99439
KKHP ()6.0488615.9254441.720647219.27703
JagHP ()14.179293012.856058.99806621.38508
JabHP ()8.37593510.5708318.069.4384970.704657
RG ()6.8660513.3305270.3801664.9875559.745063
DHP ()1.42818713.5305612.65834202.044366
GHD ()6.052250.2807792.2192179.4011915.5921
NHP ()6.64702311.404537.5955076.01087313.86329
SHP ()11.5540411.20188.39161811.1670813.093
KHP ()1.8697161.1371321.5347352.6928041.023365
RKHP ()0.905093110.6516260.854247
CHPP ()0.8641390.8158020.8158020.9659260.830172
GTPP ()1305.3311655165516551645.54
MTPP ()640.0394546.27135013501350
JTPP ()149.5429850850850849.0554
FGTPP ()148.9675181.2005188.0609103.1949217.891
MGTPP ()4.38599974.8375155.4596145.8149168.1718
MGTPP ()127.05665.27735166.1534.1201110.9528
KGTPP ()112.8329116.05930.988320.567566149.5035
LTPP ()40.371490.88369224.3518120.5104117.4427
FSPP ()39.1961354.272585956.6365955.09061
SGTPP ()0.91407621.8678514.6641722.2310831.08445
PGTPP ()27.3005914.459970.5899288.48400923.07876
PTPP ()12.70353176.69568916.8505311.95603
KGTPS ()91.79519228.2708247127.6751246.8065
KPC ()91.128611000.07650316.213921.324039
GTPS ()21.3985930.868090.60831741.915131.135833
TPS ()1019.436852.5889921.79661132.2521260
CCPP 1 ()363.8285375.9421485.8476538.1132552.4153
CCPP 2 ()67.16314359.9164551.1955798.5884899.1415
AES LL ()12.48976362330.1038341.4665346.4409
AES PG ()87.79272289.7815365244.1401364.9033
AEL ()3.047575292912.0848519.5939
AP ()146.5024194.7207214.9626225225
AGL ()153.9627107.4664152.7011114.3378113.5217
CHMC PL ()75.13341265.198273.3111255.6046322.7874
DHA C L ()68.734550.4760996.54502862.9675770.30826
EPC ()23.4047798.65637.10004141.3346152.0636
EPQL ()130.7633214.0389222.3562226.5226.2002
FKPCL ()95.2459157151.264327.8556155.6898
FTSM ()56.16674104.4668100.824976.57812107.0448
FPCDL ()10.1152164.3581127.2432106.039177.7063
GHLLP ()101.70256.26072109.8266140.2346157.6599
GEPtvL ()162.3922188144.4615179.5249131.9891
GEL ()8.19373689.19682201.584.89962201.5
GAEL ()100.559292.3557257.18626110.482582.02294
HCPC ()111.335858.26757110.977243.47083111.5484
HPGC ()169.73130.807693192.3602125.0309215.355
HUBCO NPP ()147.8875225212.279209.5134223.5541
HUBCOHPP ()148.063412921167.51512921292
Iptvl ()21.53738158.6019141.6202164.2585164.9125
JPG ()84.1313712012065.22738119.424
KEL ()43.5068847.52342103.833230.58684130.8207
KAPCL ()811.44511223.2181185.7116381638
LPL ()153.00460.5240294.67205196.4468182.2104
LPTL ()124.189668.191750.95543138.8238198.6912
LEPCL ()255.6012589.7144578.5459660658.6634
NCP ()158.253820095.85135200151.3611
NPL ()32.48763200168.4331168.8323199.1059
OPCL ()205.28650.89022132.758665.89102220.0356
REPGCL ()30.20849100.207552.99079164163.4477
RP ()327.1605276.0325302.1523412411.8322
SPC ()72.0817575.0288391.21424109.1339112.6283
SPPQ ()101.0073225124.0716211.05221.962
SESL ()208.102326.559866.00281215.5041200.3566
SSEL ()220.540114.1361321.1493310.6587343.2993
SNPCL ()39.357344.145360.39879120.1177551.89066
SE ()77.2816611.0750666.3794423.8481616.50386
SEPC ()12.0147371.1123840.133847.4356183.28035
SPGL ()71.38235.8575610.8696988.37954113.884
TEL ()110.227125.38428113.567626.502894.01525
UchPL ()735.278128.16507990990989.7866
KANUPP ()50.415192.10906137105.7683134.7101
CHASNUPP-1 ()282.938686.3647275.8089325268.7866
CHASNUPP-2 ()200.2746243.2484149.4219325320.8773
CHASNUPP-3 ()191.8579340319.874301.6324214.0955
NPP ()18.16426173.693374.8168336.2965420.7756
QezSP ()49.71705106.903370.03342147.3463126.7687
YEL ()15.586822.33451146.2307424.4809112.86986
MWPCL ()41.0143421.3561627.9464236.4524245.21504
TGL ()9.46635725.200024947.7904647.90783
GAWPL ()15.3591918.9172245.1451615.2492627.94244
MWEL ()14.9682721.997755247.8787146.00231
FFCEL ()30.2686142.68928505015.58795
ZEP ()20.8876814.3734644.6704530.4588140.17728
TWEL ()15.2846812.16743029.5247928.65781
HCDPL ()9.87625520.0036247.2520531.903141.52962
FWEL 1 ()43.6920129.8009545.9802829.6855622.61687
FWEPL 2 ()6.404915506.87209321.6533440.28912