研究目的
To propose a novel exact analytical solution for RMSE calculation based on the Lambert W function for estimating single diode solar PV cell parameters and to validate its applicability through experimental results and optimization techniques.
研究成果
The proposed exact analytical solution for RMSE calculation based on the Lambert W function provides more accurate results compared to conventional methods. The study highlights the importance of using the exact expression of the calculated cell output current for accurate parameter estimation. The applicability of the proposed methodology is validated through experimental results and optimization techniques, providing a solid foundation for future research in PV parameter estimation.
研究不足
The study focuses on single diode solar PV cell models and does not address double or triple diode models due to their high nonlinearity. The accuracy of the proposed method depends on the precision of solving the Lambert W function.