Battery storage systems are widely recognized as a leading power supply technology for renewable energy. These systems effectively store surplus energy generated by renewable sources during peak production periods and subsequently release it when demand is high or when the renewable source is unable to generate sufficient energy. The versatility of battery storage systems allows for applications in both residential and commercial settings, offering a dependable and consistent power supply solution.