电力系统自动化2016，Vol.40Issue(21)：195-202,8.DOI:10.7500/AEPS20160116007
输电线路绝缘子覆冰厚度图像识别算法
Image Identification Algorithm of Icing Thickness for Insulator in Power Transmission Lines
摘要
Abstract
In view of the status quo of current insulator icing monitoring research,an approach to icing identification for insulator in transmission line images with complex background is proposed.Firstly,position detection of insulators from acquired images is conducted by use of template matching.Then in this area,images will be handled with preprocessing, segmentation and edge extraction.Secondly,icing status is identified based on the pixels of insulator region before and after icing,once it is estimated to be iced,the ice thickness is calculated.Finally,the images captured from the artificial icing laboratory and on-site power transmission lines are used as the analysis obj ects of the algorithm,the insulator icing thickness is compared between the algorithm results and manual measurements under artificial icing laboratory condition,the thickness error is less than 1 .5 mm.It can be seen that the algorithm can identify icing status and calculate the ice thickness of power transmission line.And analysis results truly reflect the on-site icing conditions of power transmission lines.关键词
输电线路/绝缘子/覆冰识别/模板匹配/边缘提取Key words
transmission line/insulator/icing identification/template matching/edge extraction引用本文复制引用
张烨,冯玲,穆靖宇,黄新波,李菊清,刘新慧..输电线路绝缘子覆冰厚度图像识别算法[J].电力系统自动化,2016,40(21):195-202,8.基金项目
国家自然科学基金资助项目(51177115) （51177115）
陕西省重点科技创新团队计划资助项目(2014KCT-16)。@@@@This work is supported by National Natural Science Foundation of China(No.51177115)and Key Science and Technology Innovation Team of Shaanxi(No.2014KCT-16) （2014KCT-16）
