首页|基于边缘计算的配电网故障检测方法

基于边缘计算的配电网故障检测方法

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为精准、快速地检测出配电网的发生故障,确保电力稳定供应,提出基于边缘计算的配电网故障检测方法.通过多个故障检测器、云计算中心以及终端设备构建边缘计算模型,基于边缘侧结合多维S变换融合算法与相模变换矩阵法,提取配电网相关故障特征,根据特征提取结果,设定边缘计算模型的各个检测装置-支路关联矩阵及其元素取值条件,经获取、修正故障信息后,构建故障信息矩阵,根据此矩阵元素取值,对线路区段上的故障作出判定.实验结果证明,基于边缘计算的配电网故障检测方法能够有效检测出不同种类的故障,且响应时间均低于0.005 s,检测精度超过95%,满足实际应用需求.
Fault detection method for distribution network based on edge computing
In order to accurately and quickly detect the faults of distribution network and ensure the stable power supply,a distribution network fault detection method based on edge computing is proposed.The edge computing model is constructed through multiple fault detectors,cloud computing centers and terminal equipment.Based on the edge side,combined with multi-dimensional S-transform fusion algorithm and phase modulus transformation ma-trix method,the relevant fault features of distribution network are extracted.According to the feature extraction re-sults,the correlation matrix of each detection device branch and its element value conditions of the edge computing model are set after the fault information is corrected,the fault information matrix is constructed,and the fault on the line section is determined according to the value of this matrix element.Experimental results show that the dis-tribution network fault detection method based on edge computing can effectively detect different kinds of faults,and the response time is less than 0.005 s,the detection accuracy is more than 95%,which meets the practical application requirements.

edge computingdistribution networkfault detectionedge nodeincidence matrix

阳浩、赵欢、薛荣、余郁彬、魏恩伟、黄兵

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深圳供电局有限公司,广东 深圳 510000

南方电网深圳数字电网研究院有限公司,广东 深圳 518000

边缘计算 配电网 故障检测 边缘节点 关联矩阵

2025

电测与仪表
哈尔滨电工仪表研究所 中国仪器仪表学会电滋 测量信息处理仪器分会

电测与仪表

北大核心
影响因子:0.963
ISSN:1001-1390
年,卷(期):2025.62(1)