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.
| Parameter | Irradiance () | 200 | 400 | 600 | 800 | 1000 |
| SDM | | 0.691124151 | 1.375557785 | 2.060699041 | 2.754700747 | 3.445108764 | | 3.14217E − 07 | 2.59878E − 06 | 5.59042E − 06 | 8.35283E − 07 | 5.71094E − 06 | | 0.045346426 | 0 | 0.025746037 | 0.226456305 | 0.168590083 | | 460.8732310 | 982.5299237 | 3737.137718 | 826.8341087 | 5000 | | 1.450790398 | 1.679741930 | 1.769714298 | 1.539436492 | 1.761010518 | RMSE | 7.33928E − 04 | 5.30961E − 03 | 9.59915E − 03 | 5.03150E − 03 | 1.95455E − 02 | DDM | (A) | 0.691774691 | 1.382238669 | 2.069823060 | 2.760191237 | 3.444815843 | | 2.67313E − 05 | 6.75894E − 05 | 3.32656E − 05 | 1.18388E − 07 | 4.47349E − 07 | | 1.21842E − 07 | 7.43739E − 08 | 1.83266E − 07 | 2.02677E − 05 | 3.20927E − 08 | | 0.301600858 | 0.410528644 | 0.315554320 | 0.344567527 | 0.294658909 | | 452.4222904 | 465.8227848 | 500.5793324 | 475.8515534 | 835.4957903 | | 3.999998927 | 3.999999857 | 3.999999242 | 1.365722181 | 1.479773104 | | 1.364883480 | 1.328568747 | 1.401671201 | 3.530470772 | 3.999998105 | RMSE | 5.55361E − 04 | 6.42907E − 03 | 1.13452E − 03 | 7.36226E − 04 | 4.85349E − 03 |
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