Supercapacitors, often referred to as ultracapacitors or electric double-layer capacitors (EDLCs), are a class of advanced energy storage devices with exceptional characteristics. Unlike traditional batteries, supercapacitors store energy through a unique mechanism. At the interface between an electrolyte and a high-surface-area electrode, electrostatic separation of charges occurs, enabling rapid energy storage and release. This mechanism translates to supercapacitors delivering high-power bursts and exhibiting exceptional cycle life. Due to these properties, supercapacitors play a vital role in the realms of renewable energy and environmental conservation 1.