2026-04-01 20:33:22
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The integration of China's HMI human-machine interface industry and energy storage industry has formed an intelligent operation and maintenance system with a 'cloud edge end' collaborative architecture as the core. HMI has evolved from a traditional local monitoring terminal to an intelligent interactive center that integrates data visualization, AI warning, strategy scheduling, and remote control. It is widely used in electrochemical energy storage power plants, industrial and commercial energy storage cabinets, and microgrid systems. The Acrel-EMS3.0 system launched by leading enterprises such as Ankerui achieves millisecond level monitoring of battery cluster voltage/temperature, one click switching of peak shaving and valley filling strategies, real-time analysis of power quality, and anti islanding protection. It supports multi terminal synchronization of PC, APP, and large screen, and improves operation and maintenance efficiency by over 30%. The edge side adopts Ruixin Micro RK3588 and other end side AI chips to achieve 0.5-second video event summarization and local fault self diagnosis, reducing cloud dependence. Technically compatible with protocols such as Modbus, IEC 61850, MQTT, etc., supporting multi vendor device interconnection, but cross platform data standards have not yet been unified. The trend in 2026 focuses on minimalist interaction design and AI native HMI, promoting the implementation of 'unmanned operation and maintenance', but data security and protocol interoperability remain key bottlenecks.