Abstract In recent years, with the acceleration of global carbon emission reduction process, sustainable development clean energy has become leading role, and photovoltaic (PV) market ushered in a hotter market. For accurately estimating power generation PV modules under different weather conditions, modeling solar cells or is very important. However, conventional optimization algorithms cannot...