基于人工智能算法的配电网通信运维作业监控系统设计

Design of Distribution Network Communication Operation and Maintenance Monitoring System Based on Artificial Intelligence Algorithm

在现代电力系统中,配电网通信运维作业的效率和可靠性至关重要。随着技术的发展,人工智能算法已广泛应用于监控和优化各种工业系统,包括电力配网。这些算法能够处理大量数据、识别模式、预测故障,并实时调整运维策略,从而提升服务质量和系统稳定性。文章详细介绍基于人工智能算法的配电网通信运维作业监控系统的设计与实现方案,包括系统需求分析、关键算法的选择、系统的详细架构设计以及方案实施与系统测试,以全面展示整个系统的开发流程和测试验证结果。

In modern power system,the efficiency and reliability of communication operation and maintenance of distribution network are very important.With the development of technology,artificial intelligence algorithm has been widely used to monitor and optimize various industrial system,including power distribution network.These algorithms can process a large amount of data,identify patterns,predict faults,and adjust operation and maintenance strategies in real time,thus improving service quality and system stability.This paper introduces in detail the design and implementation scheme of distribution network communication operation monitoring system based on artificial intelligence algorithm,including system demand analysis,key algorithm selection,detailed system architecture design,scheme implementation and system test,so as to fully show the development process and test verification results of the whole system.