With the rapid advancement of battery technology, from consumer electronics to electric vehicles and large-scale energy storage systems, batteries have become the core energy carrier, making their performance testing increasingly critical. A battery pack typically consists of multiple cells and a Battery Management System (BMS). The BMS is responsible for monitoring cell status, estimating state of charge, managing cell balancing, and providing protection functions.