Research Article

Modified Whale Optimization Algorithm for Solar Cell and PV Module Parameter Identification

Table 11

Parameter estimates by MWOA for SM55 at different irradiances with a temperature of 25°C.

ParameterIrradiance ()
2004006008001000

SDM
0.6911241511.3755577852.0606990412.7547007473.445108764
3.14217E − 072.59878E − 065.59042E − 068.35283E − 075.71094E − 06
0.04534642600.0257460370.2264563050.168590083
460.8732310982.52992373737.137718826.83410875000
1.4507903981.6797419301.7697142981.5394364921.761010518
RMSE7.33928E − 045.30961E − 039.59915E − 035.03150E − 031.95455E − 02
DDM
(A)0.6917746911.3822386692.0698230602.7601912373.444815843
2.67313E − 056.75894E − 053.32656E − 051.18388E − 074.47349E − 07
1.21842E − 077.43739E − 081.83266E − 072.02677E − 053.20927E − 08
0.3016008580.4105286440.3155543200.3445675270.294658909
452.4222904465.8227848500.5793324475.8515534835.4957903
3.9999989273.9999998573.9999992421.3657221811.479773104
1.3648834801.3285687471.4016712013.5304707723.999998105
RMSE5.55361E − 046.42907E − 031.13452E − 037.36226E − 044.85349E − 03