基于人工智能的变电站二次设备智能巡检系统设计

Design of an Intelligent Inspection System for Secondary Equipment in Substation Based on Artificial Intelligence

在电力系统中,变电站二次设备承担着保护与控制的关键功能,其运行状态直接关系到电网的安全与稳定。随着智能化技术的发展,利用人工智能技术智能巡检变电站二次设备已成为提升系统可靠性的重要手段。文章设计了一种基于人工智能的智能巡检系统,利用数据预处理、智能故障检测及设备健康状态评估技术,实现了对二次设备的实时监控与预测性维护,并通过实验验证了系统的有效性。

In the power system,secondary equipment in substations plays a critical role in protection and control,and its operational status directly affects the safety and stability of the power grid.With the development of intelligent technology,using artificial intelligence technology for intelligent inspection of secondary equipment in substations has become an important means to improve system reliability.This article proposes an intelligent inspection system based on artificial intelligence,which utilizes data preprocessing,intelligent fault detection,and equipment health status assessment techniques to achieve real-time monitoring and predictive maintenance of secondary equipment.The effectiveness of the system has been verified through experiments.