Aiming at the problems of low efficiency and inaccurate fault diagnosis in communication operation and maintenance of distribution network,this paper designs a monitoring system for communication operation and maintenance of distribution network based on artificial intelligence.The system uses Internet of Things technology to collect data,uses big data analysis and machine learning algorithm to realize intelligent decision-making,and uses micro-service architecture to build flexible application services.Through the experimental verification in the real distribution network environment,the results show that the system has remarkable effects in improving the accuracy of fault diagnosis,shortening the diagnosis time and reducing the false alarm rate.The application of artificial intelligence technology can greatly improve the intelligent level of communication operation and maintenance of distribution network,and lay the foundation for building an efficient and collaborative intelligent distribution network.
关键词
配电网通信/运维作业监控/人工智能/故障诊断
Key words
distribution network communication/operation and maintenance monitoring/artificial intelligence/fault diagnosis
维普
万方数据