Prediction of J-V Characteristic of Organic Solar Cells Using ANFIS Model

Abstract

In this work, we have used ANFIS to predict J-V characteristic of bulk heterojection organic solar cells under different ratios of P3HT/PC70BM concentration. Three types of membership function were used namely: Gbellmf, Trapmf and Pimf. The accuracy of the quality prediction were evaluated by different statistical parameters (R², RMSE and MARE). It is found that all used functions give results close to those obtained experimentally. However, Gbellmf seem to have the best quality of prediction highlighted by the calculated statistical parameters for this case. From the obtained results, we can say that regarding the flexibility of the developed model, its use in the area of organic solar cells is very suitable