This study presents an in-depth analysis and evaluation of the performance of a standard 200 W solar cell, focusing on the energy and exergy aspects. A signifcant research gap exists in the comprehensive integration of numerical models with advanced machine-learning approaches, specifcally emotional artifcial neural networks (EANN), to simulate and optimize the electrical ...