文章基本信息

标题：Research on Recognition of Electricity Fittings in High Voltage Transmission Lines
本地全文：下载
作者：He-dong Lei ; Qing-feng Gao ; Dong-rui Lv 等
期刊名称：E3S Web of Conferences
印刷版ISSN：2267-1242
电子版ISSN：2267-1242
出版年度：2021
卷号：257
页码：1-6
DOI：10.1051/e3sconf/202125701074
语种：English
出版社：EDP Sciences
摘要：On the basis of analyzing the structure of common power fittings in high-voltage transmission lines and their image features, combined with the DNN deep neural network in machine learning, we proposed a model suitable for high-voltage transmission line inspection robots to identify the types of electric power fittings on the transmission lines. And design a fast ROI generation method suitable for recognizing fittings on power transmission lines. Then we verify the feasibility and rationality of the fitting identification model.