This project focuses on the IoT communication defects in the distribution network, which are the core bottlenecks restricting the accuracy of load forecasting and the efficiency of peak shaving. It innovatively develops the PLC-IOT "cloud-edge-device" collaborative communication technology, providing key technical support for the upgrade of smart grids. At the technical level, an enhanced networking architecture for PLC repeaters is constructed, incorporating an ant colony algorithm for dynami