国网兰州供电公司研发全省首个通信网故障监测智能体

Core Insights - The State Grid Lanzhou Power Supply Company, in collaboration with the State Grid Gansu Electric Power Company Dispatch Center, has developed an AI-based communication network fault monitoring agent, which is currently in trial operation [1][2]. Group 1: AI Implementation and Technology - The communication network, described as the "nervous system" of the power grid, is becoming increasingly complex and critical, prompting the need for enhanced monitoring and management solutions [1]. - The intelligent agent utilizes deep reinforcement learning technology, incorporating power communication regulations, technical procedures, network topology information, and over a hundred diversion strategies and typical cases to create a professional knowledge graph [2]. Group 2: Operational Efficiency and Performance Metrics - Since its trial operation, the intelligent monitoring agent has been monitoring an average of 456 communication network elements daily, providing six fault handling suggestions with an accuracy rate of 90% [2]. - The agent has simulated five optical cable maintenance operations, assessing the impact on a total of 164 power grid services, and has automatically identified risks associated with large power grid operations, achieving a risk list accuracy of 97% [2]. Group 3: Future Developments - The company plans to continuously iterate and optimize the intelligent agent, extending its capabilities to include precise analysis of communication network security alerts and intelligent handling functions, thereby enhancing communication dispatch efficiency and safety management levels [2].