A Review on State-of-the-Art Power Line Inspection Techniques

doi:10.1109/TIM.2020.3031194

	A Review on State-of-the-Art Power Line Inspection Techniques
	Yang, Lei 1,2; Fan, Junfeng3 ; Liu, Yanhong 1,2; Li, En3 ; Peng, Jinzhu 1,2; Liang, Zize3
发表期刊	IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
ISSN	0018-9456
	2020-12-01
卷号	69 期号:12 页码:9350-9365
通讯作者	Liu, Yanhong(liuyh@zzu.edu.cn)
摘要	With the fast development of smart grid, the power line mileage and power equipments get rapid growth. The contradiction between the large number of maintenance equipments and the small number of maintenance workers becomes increasingly prominent. Meanwhile, the traditional maintenance mode has the disadvantages of over or under maintenance, which will lead to the increasing failure risk of power transmission system. Faced with these issues, to enhance the intelligence and automation level of power line inspection, many researchers have devoted much effort to the research of automatic power line inspection and some state-of-the-art techniques about power line inspection are proposed to improve the inspection efficiency and quality, such as unmanned aerial vehicle (UAV), image processing, deep architecture, and so on. In this article, we analyzed and summarized the state-of-the-art techniques on power line inspection to provide a valuable reference for the researchers engaged in the smart grid. First, the common inspection tasks on power line inspection are reviewed. Second, the existing inspection platforms are examined in this article. Also, the advantages and disadvantages of different platforms are analyzed accordingly. Third, faced with different inspection tasks, different inspection sensors are integrated into the inspection platforms for data collection. Therefore, the common sensors on inspection platforms are discussed. Finally, to realize automatic power line inspection, different inspection methods are proposed or improved, and these advanced inspection methods are surveyed and discussed.
关键词	Inspection Poles and towers Task analysis Insulators Smart grids Feature extraction Inspection methods inspection platforms inspection sensors inspection task power line inspection
DOI	10.1109/TIM.2020.3031194
关键词[WOS]	OPTIMAL PMU PLACEMENT ; ACTIVE CONTOUR MODEL ; TRANSMISSION-LINES ; AERIAL IMAGES ; FAULT-DETECTION ; SYSTEM ; VISION ; CLASSIFICATION ; INSULATORS ; ROBOT
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[62003309] ; National Natural Science Foundation of China[61803344] ; National Natural Science Foundation of China[61773351] ; Science & Technology Research Project in Henan Province of China[202102210098] ; Outstanding Foreign Scientist Support Project in Henan Province of China[GZS2019008] ; Innovation Research Team of Science & Technology in Henan Province of China[17IRTSTHN013]
项目资助者	National Natural Science Foundation of China ; Science & Technology Research Project in Henan Province of China ; Outstanding Foreign Scientist Support Project in Henan Province of China ; Innovation Research Team of Science & Technology in Henan Province of China
WOS研究方向	Engineering ; Instruments & Instrumentation
WOS类目	Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS记录号	WOS:000589255800004
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：138[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/41773
专题	复杂系统认知与决策实验室_先进机器人
通讯作者	Liu, Yanhong
作者单位	1.Zhengzhou Univ, Sch Elect Engn, Zhengzhou 450001, Peoples R China 2.Zhengzhou Univ, Robot Percept & Control Engn Lab, Zhengzhou 450001, Peoples R China 3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Yang, Lei,Fan, Junfeng,Liu, Yanhong,et al. A Review on State-of-the-Art Power Line Inspection Techniques[J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT,2020,69(12):9350-9365.
APA	Yang, Lei,Fan, Junfeng,Liu, Yanhong,Li, En,Peng, Jinzhu,&Liang, Zize.(2020).A Review on State-of-the-Art Power Line Inspection Techniques.IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT,69(12),9350-9365.
MLA	Yang, Lei,et al."A Review on State-of-the-Art Power Line Inspection Techniques".IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 69.12(2020):9350-9365.