Lithium-ion (Li-ion) batteries are rechargeable batteries that use lithium ions as the primary charge carrier. Due to their high energy density, lightweight design, and long lifespan, they are widely used in portable electronics, electric vehicles, and energy storage systems. Lithium-ion batteries have become integral to modern life, powering devices from