Table 4 Summary of results of IEEE 69-bus RDN (Case 2).

From: Optimized placement of distributed generators, capacitors, and EV charging stations in reconfigured radial distribution networks using enhanced artificial hummingbird algorithm

Parameters

Base Case

Fuzzy-COLAHA

[Proposed]

Fuzzy-AHA

[Studied]

Fuzzy-AOA

[Studied]

Fuzzy-WOA

[Studied]

Fuzzy-GA

[Studied]

Total APL (kW)

224.96

15.15

17.74

25.40

29.78

37.82

Total RPL (kVAr)

102.15

11.03

11.79

15.29

16.34

21.90

DG location

-

62, 61, 16

69, 61, 17

5, 69, 61

3, 53, 62

65, 64, 23

DG size (kW)

-

696, 1017, 539

649, 1267, 295

1267, 366, 1267

31, 1154, 1070

139, 1208, 671

DG size (kVAr)

-

337, 493, 261

314, 614, 143

614, 177, 614

15, 559, 518

67, 585, 325

SC location

-

38, 56, 50

17, 33, 29

10, 69, 63

3, 58, 28

46, 3, 14

SC size (kVAr)

-

600, 200, 300

100, 600, 400

600, 200, 200

100, 600, 400

300, 600, 200

S/S active power (kW)

4026.85

1565.04

1608.34

927.29

1576.67

1821.71

S/S reactive power (kVAr)

2796.25

514.44

534.91

304.86

518.29

638.64

S/S power factor

0.8214

0.9500

0.9489

0.9500

0.9500

0.9437

Min. bus voltage (in p.u)

0.9090

0.9943

0.9847

0.9761

0.9772

0.9914

  1. *S/S stands for system