首页|基于人工智能的配电线路自动化巡线系统设计与实现

基于人工智能的配电线路自动化巡线系统设计与实现

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配电线路故障检修的高效性与可靠性对于保障电力系统安全稳定运行至关重要.然而,传统人工巡检方式存在效率低、准确性差等问题.文章针对配电线路巡检需求,提出一种基于人工智能技术的自动化巡线系统.该系统集成了数据采集、缺陷识别、路径规划以及分析报告等功能模块,构建了全面的无人机自主巡检作业流程.通过仿真实验,系统在故障检出率、定位精度、巡检效率等指标上的表现均显著优于传统方法,验证了其在实际应用中的可行性和有效性,为配电线路智能运维提供了新思路与技术支撑.
Design and Implementation of Distribution Line Automatic Inspection System Based on Artificial Intelligence
The efficiency and reliability of distribution line fault maintenance are very important to ensure the safe and stable operation of power system.However,the traditional manual inspection method has some problems such as low efficiency and poor accuracy.Aiming at the demand of distribution line inspection,this paper proposes an automatic line inspection system based on artificial intelligence technology.The system integrates functional modules such as data acquisition,defect identification,path planning and analysis report,and constructs a comprehensive autonomous inspection work flow of unmanned aerial vehicle.Through the simulation experiment,the performance of the system in the indicators such as fault detection rate,positioning accuracy and inspection efficiency is significantly better than that of the traditional method,which verifies its feasibility and effectiveness in practical application and provides new ideas and technical support for intelligent operation and maintenance of distribution lines.

distribution lineautomated inspectionartificial intelligenceunmanned aerial vehicledefect recognition

于邦业

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国网河北省电力有限公司故城县供电分公司,河北衡水 053000

配电线路 自动化巡检 人工智能 无人机 缺陷识别

2024

通信电源技术
武汉普天通信设备集团有限公司

通信电源技术

影响因子:0.389
ISSN:1009-3664
年,卷(期):2024.41(12)