I. Introduction
With the development of science and technology, the power system has become an indispensable part of production and life, and many key equipment and systems have very high requirements for stable power supply. When faced with unexpected situations such as sudden power outages or grid failures, standby power is particularly important for the normal operation of production and life [1] - [3]. Batteries have become the preferred solution for backup power in many places due to their advantages of fast response, no noise, no pollution, etc., and their ability to quickly take over the power supply in case of a sudden grid failure to ensure the normal operation of critical equipment.