Introduction Energy storage systems (ESS) have emerged as a cornerstone of modern energy infrastructure, supporting the integration of renewable energy sources, improving grid stability, and enabling efficient energy use. With the rapid technological advancements in battery technologies (e.g., lithium-ion, solid-state batteries), supercapacitors, and thermal storage systems, protecting intellectual property (IP) has become crucial for innovation […]