The Internet of Things platform deeply integrates the essence of "process+algorithm" in the edge layer, relying on integrated cabinets such as intelligent control of energy storage power stations, intelligent management of equipment health, intelligent identification of visual hazards and intelligent control of energy efficiency optimization, to build a set of efficient and collaborative data collection, edge computing and control optimization system. The platform captures and processes critical data in real-time, utilizing advanced algorithms for intelligent decision-making at the edge layer. This not only accelerates data processing speed, but also achieves precise control and optimization of the production process, ensuring the stable operation of the system and efficient utilization of resources.