With the rapid development of battery technology, from consumer electronics to electric vehicles and large-scale energy storage systems, batteries have become the core energy carriers, making performance testing crucial. However, traditional battery testing methods — such as using real batteries or simple DC power supplies and electronic loads — often suffer from low efficiency, high cost, safety risks, and limited test scenarios.