The independently developed system consists of intelligent hardware, a mobile APP, and a cloud service platform. Leveraging technologies such as big data, artificial intelligence, cloud computing, and cloud control, it manages battery packs, battery swap cabinets, and charging stations, making the hardware devices more efficient, intelligent, and safe. It is widely used in applications including smart charging, battery swap stations, battery leasing, food delivery e-bikes, shared e-bikes, logistics, and express delivery.