电测与仪表2024，Vol.61Issue(10)：74-81,8.DOI:10.19753/j.issn1001-1390.2024.10.010
基于随机森林的电缆管网综合监测系统研究
Research on monitoring system of cable network pipeline based on random forest
摘要
Abstract
Safe and stable operation of cable network pipeline in distribution network is of great significance to pow-er supply safety and power consumption reliability.Aiming at the problem of single monitoring variable and central-ized data processing in the existing online monitoring of distribution network pipeline,this paper studies an operat-ing monitoring method based on edge computing with multi-source data evaluation.Firstly,the structure of multi-source data monitoring system for cable network pipeline based on edge computing is discussed.Then,a random forest based multi-source data evaluation method for real-time monitoring of cable network operation is proposed.Finally,simulation experiment results verify the effectiveness of the proposed method in operation evaluation of ca-ble network pipeline.关键词
运行监测/状态评估/多源数据/随机森林Key words
operating monitoring/status evaluation/multi-source data/random forest分类
信息技术与安全科学引用本文复制引用
牛荣泽,张凯,谢芮芮,徐铭铭,郭祥富,董轩..基于随机森林的电缆管网综合监测系统研究[J].电测与仪表,2024,61(10):74-81,8.基金项目
国家电网有限公司总部管理科技项目(5400-202224157A-1-1-ZN) （5400-202224157A-1-1-ZN）
