Research Article
Parameter Optimization of Single-Diode Model of Photovoltaic Cell Using Memetic Algorithm
Table 2
Optimal parameter values from various algorithms.
| Parameter | Algorithm | SA | GA2 | PS | NLS1 | PSO | LS | NLS2 | HS | RADE | CS | GA1 |
| | 0.7620 | 0.7619 | 0.7617 | 0.7608 | 0.7608 | 0.7607 | 0.7609 | 0.7607 | 0.7608 | 0.7608 | 0.7756 | | 4.8 × 10−7 | 8.1 × 10−7 | 10.0 × 10−7 | 3.2 × 10−7 | 3.2 × 10−7 | 3.3 × 10−7 | 4.0 × 10−7 | 3.0 × 10−7 | 3.2 × 10−7 | 3.2 × 10−7 | 5.6 × 10−7 | | 0.0345 | 0.0299 | 0.0313 | 0.0364 | 0.0364 | 0.0364 | 0.0364 | 0.0366 | 0.0364 | 0.0364 | 0.0697 | | 43.103 | 42.373 | 64.103 | 53.763 | 53.796 | 60.241 | 49.505 | 53.595 | 53.7185 | 53.7185 | 10.084 | | 1.5172 | 1.5751 | 1.6000 | 1.4837 | 1.4838 | 1.4816 | 1.5039 | 1.4754 | 1.4812 | 1.4812 | 0.8053 | RMSE | 0.02165 | 0.02158 | 0.01741 | 0.00719 | 0.00715 | 0.00477 | 0.00474 | 0.00280 | 0.00278 | 0.00269 | 132590 |
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