Jun-Yi Li

Design of a real-time prediction device for lithium battery SOC based on BP neural network and STM32 chip

To overcome the limitations of traditional State of Charge (SOC) prediction methods such as complex models and poor environmental adaptability, this paper proposes a real-time lithium battery SOC prediction device that integrates a Back- Propagation (BP) neural network with a high-performance STM32 micro-controller. In...