1 Introduction As modern technology evolves, batteries have undergone constant development to meet the power needs of diverse applications, from large transport vehicles to portable electronic devices [1]. Lithium-ion batteries (LIBs) have become indispensable for sustainable electrochemical energy storage, supporting applications ranging from electric vehicles and portable electronics to grid-scale systems, and playing a crucial role in the global transition to sustainable energy [2-5].
