Hybrid energy storage systems integrate multiple energy storage mechanisms, such as batteries and supercapacitors, to achieve superior performance metrics. For instance, batteries provide high energy density but suffer from slow charge-discharge cycles, whereas supercapacitors offer fast charge-discharge cycles but have lower energy density. By combining these technologies, HESS can achieve a balanced performance that meets various energy demands.