Introduction In recent years, the vape industry has undergone a remarkable transformation, with a surge in the popularity of replaceable battery e-cigarettes. This shift is driven by environmental sustainability, changing regulations, and a growing market opportunity for capacitive lithium-ion batteries. In this artic