Paris Agreement, which will be 1.5 °C by 2050, global lead- ers have thus intensified the need to reduce anthropo- genic carbon dioxide emissions by discovering alternate energy sources to meet demands in the form of renew- able energy (RE) (Wang et al. 2023; Chen et al. 2024)....