Research on Technology of Contact Insulator Pollution Classification and Pollution Level Division Based on Machine Vision

摘要：

　　Insulator is an important guarantee for the safe operation of electrified railway,but because of working conditions,the insulator would face long-term effects of wind,snow and rain.Insulator surface would easily accumulate filth and pollution flashover occurs,which often leads to blackouts and threatens the safe operation of the railway.Therefore,detection of the insulator working state is very important.In this paper,the HSV model is applied to insulator image segmentation.Then,the features of insulator surface are extracted and the result would be used to classify pollution.Finally,cluster analysis is used to determine the pollution level of insulator.

关键词： Contact Insulator Pollution Classification Pollution Level Division Cluster Analysis

作者: Xiaotong Yao Youpeng Zhang Yu Gao Yingli Pan Li Liu

作者单位: College of Electronics and Information Engineering,Lanzhou Jiaotong University College of Automation and Electrical Engineering,Lanzhou Jiaotong University

会议类型: 国际会议

会议名称: 2017 IEEE 3rd Information Technology and Mechatronics Engineering Conference(ITOEC2017)(2017 IEEE 第3届信息技术与机电一体化工程国际学术会议)

会议地点: 重庆

会议语种:英文

页码: 1264-1268

在线出版日期: 2017-10-03（万方平台首次上网日期，不代表论文的发表时间）