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Energy storage solutions play a pivotal role in advancing the reliability and efficiency of renewable energy systems. Lithium-sulfur batteries (LDES) showcase significant strides in energy storage, offering higher energy density and longer cycle life. Traditional batteries, particularly lithium-ion variants, continue to be integral, providing versatile and scalable storage options. Energy Storage Management Systems (ESMS) play a crucial role in optimizing the performance of storage technologies, ensuring seamless integration with power grids, and enhancing overall system resilience