Zhengwei Liu

lithium-ion battery life cycle monitoring system based on IoT edge computing and cloud big data

The reliable lifecycle monitoring of lithium-ion batteries is critical for microgrid energy storage systems, where battery degradation, dynamic load variation, and abnormal operating conditions may directly affect system safety and energy efficiency. However, existing battery mon...