Table 6 Evaluation of all compared metaheuristic algorithms with the techniques reported in literature for the SDM of R.T.C. France solar cell.

From: Performance investigation of state-of-the-art metaheuristic techniques for parameter extraction of solar cells/module

Algorithms

Ip (A)

Rs (Ω)

Rsh (Ω)

Id (µA)

a

RMSE

SHO

1

0.001

1.18

0.5

1.55

7.2951E−01

STO

0.785

0.0394

10.998

0.177

1.44

8.6106E−04

AO

0.6923

0.001

3.99

0.001

1.28

1.3481E−03

HHO

0.7659

0.0347

27.2342

0.348

1.5108

2.5000E−05

WHO

0.7622

0.0386

40.0396

0.2161

1.46

2.3902E−05

AOA

0.7441

0.05

100

0.0031

1.3

6.0411E−04

ASO

1

0.5

25.5045

0.143

1.44

6.9590E−01

CBO

0.7619

0.042

38.5567

0.121

1.41

1.0264E−05

FODPSO53

0.7609

0.0364

51.9512

0.3187

1.4806

9.7486E−04

NPSOPC54

0.7608

0.0363

53.7583

0.3325

1.4814

9.8856E−04

CPMPSO55

0.7607

0.0363

53.7185

0.3230

1.4811

9.8602E−04

ABC56

0.7608

0.0364

54.6433

0.3251

1.4817

9.8620E−04

TLABC57

0.7608

0.0364

53.7164

0.3230

1.4812

9.8602E−04

BHCS58

0.7608

0.0364

53.7185

0.3200

1.4800

1.0000E−03

MPCOA59

0.7607

0.0364

54.6328

0.3366

1.4817

9.4457E−04

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