1. Introduction The escalating climate crisis and the need for sustainable energy solutions have prompted a global push towards renewable energy adoption [1]. As fossil fuel prices continue to rise due to inflation and geopolitical conflicts, the finite nature of these resources poses challenges to their accessibility [2]. In response to these concerns, significant investments have been made in transitioning towards cleaner energy sources, reaching a staggering USD 1.3 trillion in 2022 [3].