Smart distribution boxes 1 with remote monitoring 2 are revolutionizing electrical safety management by combining robust protection features, real-time monitoring 3, and instant alerts in one upgradable system. Historically, distribution boxes served as simple protective enclosures housing circuit breakers and fuses to. Therefore, the research and application of power distribution automation safety monitoring technology based on SOM neural network are proposed. Preprocess the power grid, collect distribution operation data, set multi-dimensional monitoring nodes according to the collected data, build a. Product positioning Intelligent distribution box monitoring instrument, supporting real-time electrical data collection, energy consumption measurement and safety early warning. Through the new generation of Internet of Things communication technology, the cloud integration of data such as voltage. Hongdian's Power Distribution Room Dynamic Environment Monitoring Solution leverages its advanced Smart 3000 Edge AI BOX, robust AI recognition technology, and stable cloud management platform Wedora to provide comprehensive, secure, and efficient power distribution room management for enterprises. Digital technologies such as Cloud Computing, Big Data, Internet of Things (IoT), Artificial Intelligence (AI) and Industry 4. 0 are phenomenon which are changing the world we are living in.