A Review on State-of-the-Art Power Line Inspection Techniques
文献类型：期刊论文
| 作者 | Yang, Lei1,3 ; Fan, Junfeng2; Liu, Yanhong1,3; Li, En2; Peng, Jinzhu1,3; Liang, Zize2
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| 刊名 | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
 |
| 出版日期 | 2020-12-01 |
| 卷号 | 69期号:12页码:9350-9365 |
| ISSN号 | 0018-9456 |
| 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 |
| 通讯作者 | Liu, Yanhong(liuyh@zzu.edu.cn) |
| 英文摘要 | 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. |
| WOS关键词 | OPTIMAL PMU PLACEMENT ; ACTIVE CONTOUR MODEL ; TRANSMISSION-LINES ; AERIAL IMAGES ; FAULT-DETECTION ; SYSTEM ; VISION ; CLASSIFICATION ; INSULATORS ; ROBOT |
| 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] |
| WOS研究方向 | Engineering ; Instruments & Instrumentation |
| 语种 | 英语 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| WOS记录号 | WOS:000589255800004 |
| 资助机构 | 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 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/41772]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进机器人控制团队 |
| 通讯作者 | Liu, Yanhong |
| 作者单位 | 1.Zhengzhou Univ, Sch Elect Engn, Zhengzhou 450001, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 3.Zhengzhou Univ, Robot Percept & Control Engn Lab, Zhengzhou 450001, 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. |
入库方式： OAI收割
来源：自动化研究所
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