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Table 13 Simulation results on IEEE 118 bus system using different algorithms for case 1

From: Optimal reactive power dispatch using a novel optimization algorithm

Control variables (p.u.)

PSO

R-PSO

L-PSO

PSO-CFA

IPSO-SR

FOA

MFOA

JAYA

VG1

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0434

VG4

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG6

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0545

VG8

1.06

1.06

1.06

1.06

1.06

1.06

1.06

1.06

VG10

1.06

1.06

1.06

1.06

1.06

1.06

1.06

1.06

VG12

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0516

VG15

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0512

VG18

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0535

VG19

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0503

VG24

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0528

VG25

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG26

1.06

1.06

1.06

1.06

1.06

1.06

1.06

1.06

VG27

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.047

VG31

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0436

VG32

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0458

VG34

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG36

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0584

VG40

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0391

VG42

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0397

VG46

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0471

VG49

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG54

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0392

VG55

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0383

VG56

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0385

VG59

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG61

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG62

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0561

VG65

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG66

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG69

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG70

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0378

VG72

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0424

VG73

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0375

VG74

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0276

VG76

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0252

VG77

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0474

VG80

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG85

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG87

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0593

VG89

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG90

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0438

VG91

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0489

VG92

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG99

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0552

VG100

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG103

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0517

VG104

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0431

VG105

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0392

VG107

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0261

VG110

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0355

VG111

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0434

VG112

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.0199

VG113

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

VG116

1.06

1.06

1.06

1.06

1.06

0.94

1.06

1.06

T5−8

0.9878

0.9877

0.9877

0.9878

0.9879

1.1

0.9

0.9904

T25−26

1.1

1.1

1.1

1.1

1.1

1.0716

0.9

1.1

T17−30

0.9946

0.9813

1.1

1.1

0.9945

0.9

0.9

0.9862

T37−38

1.1

0.9787

0.9951

1.1

1.1

1.1

0.9

0.9822

T59−63

1.1

1.1

1.1

0.9814

1.1

0.9

0.9

0.9818

T61−64

1.1

1.1

1.1

1.0021

1.1

0.9

0.9

1.0031

T65−66

1.1

1.1

1.1

1.1

1.1

0.9

0.9

0.9668

T68-69

1.1

0.9227

0.9

1.1

1.1

0.9

0.9

0.9536

T80−81

1.1

1.1

1.1

0.9768

0.9771

0.9

0.9

0.991

Qsc5

0.0

0.0

0.0

0.0

0.0

0.0

0.0

0.0000

Qsc34

0.0

0.0

0.0

0.0

0.0

0.0008

0.0557

0.1328

Qsc37

0.0

0.0

0.0

0.0

0.0

0.0

0.0

−0.0003

Qs44

0.0

0.0

0.0

0.0

0.0

0.0011

0.0557

0.0930

Qsc45

0.0

0.0

0.0

0.0

0.0

0.0015

0.0557

0.1000

Qsc46

0.0

0.0

0.0

0.0

0.0

0.0009

0.0557

0.0972

Qsc48

0.0

0.0

0.0

0.0

0.0

0.0016

0.0557

0.0760

Qsc74

0.0

0.0

0.0

0.0

0.0

0.0015

0.0557

0.1199

Qsc79

0.0

0.0

0.0

0.0

0.0

0.0011

0.0557

0.2000

Qsc82

0.0

0.0

0.0

0.0

0.0

0.0008

0.0557

0.2000

Qsc83

0.0

0.0

0.0

0.0

0.0

0.0008

0.0557

0.1000

Qsc105

0.0

0.0

0.0

0.0

0.0

0.0005

0.0557

0.1841

Qsc107

0.0

0.0

0.0

0.0

0.0

0.0022

0.0557

0.0151

Qsc110

0.06

0.06

0.0

0.06

0.06

0.0027

0.0557

0.0057

Ploss (MW)

120.7712

118.8887

120.4271

119.6773

119.8839

147.4177

116.851

113.9979

ACOR [25]

DE/best/2/bin [5]

ABC [25]

LCA [25]

CSS [25]

BRCFF [25]

BB–BC [25]

TLA [25]

MTLA [25]

122.9456

118.4267

117.9922

120.0662

119.1621

116.5817

122.1314

116.0682

114.2213

DMSDE [30]

PSO-w [30]

AGA [30]

ICA [31]

IWO [31]

MICA-IWO [31]

CGA [10]

CLPSO [10]

L-SaDE [10]

115.37

115.8328

123.9636

118.3219

137.2954

114.0457

139.4149

123.1522

116.9057

SOA [10]

MVMO [34]

DE [34]

JADE [34]

JADE-vPS [34]

RGA [42]

CMAES [42]

MOPSO [42]

NSGA-II [42]

114.95013

115.7932

125.0250

119.1614

119.2006

122.1400

119.2750

119.5813

119.5799

MNSGA-II [42]

L-SACP-DE [43]

HICA-PSO [36]

ERWO [17]

     

119.2790

141.8

127.82

116.44