Monitoring And Data Visualization Of The Operating Status Of Individual Batteries In Energy Storage Systems

With the surge in data volume generated by the solar panel house battery system, traditional offline data aggregation methods are insufficient to meet the transparency requirements of both operational and maintenance teams. This has prompted the industry to accelerate the exploration of more granular data presentation methods. Real-time data streams are collected in the Battery Management System (BMS) and Energy Management System (EMS) and presented on a unified platform interface, allowing engineering teams to observe dynamic changes in multiple dimensions such as voltage, temperature, and current.

For the complex solar panel home battery storage architecture, visualization modules incorporating multi-source sensor data have been expanded to deeper levels of display. Operators can intuitively view the status parameters and historical trend graphs of individual cells through a graphical interface. This information comes from high-frequency data streams acquired and processed in real time, and is output after structured analysis by the backend system.