Introduction: In the dynamic landscape of renewable energy and sustainable technology, lithium-ion batteries have emerged as a cornerstone for powering various applications, ranging from consumer electronics to electric vehicles and grid-scale energy storage systems. As the demand for clean energy solutions continues to rise, the importance…