A real-time video detection method of the surge arrester handling mode based on Yolo-v3 and Open-Pose

This paper has proposed a real-time detection method for the handling mode of surge arrester. Surge arrester is one of the most important elements in power system, which is always used to protect electrical equipment from high transient overvoltage and to limit continuation time. However, because of...

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Vydáno v:Chinese Control Conference s. 8556 - 8561
Hlavní autoři: Han, Yifeng, Han, Rui, Liu, Li, Mei, Jingcheng, Qi, Donglian
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: Technical Committee on Control Theory, Chinese Association of Automation 01.07.2019
Témata:
Arresters
handling mode detection
open-pose
surge arrester
Surges
YOLO
ISSN:1934-1768
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Abstract This paper has proposed a real-time detection method for the handling mode of surge arrester. Surge arrester is one of the most important elements in power system, which is always used to protect electrical equipment from high transient overvoltage and to limit continuation time. However, because of its special structure, the lead line of the surge arrester is easy to be damaged in the process of construction. Under this circumstance, it is necessary to design a strict automatic detection method in the power system. Io order to satisfy these requirements, this paper combines the YOLOv3 object detection algorithm and the open-pose structure to monitor the surge arrester handling mode in the process of power system construction. It has been proved that the method designed in this paper has a good performance and is able to present an accurate judgement result.
AbstractList This paper has proposed a real-time detection method for the handling mode of surge arrester. Surge arrester is one of the most important elements in power system, which is always used to protect electrical equipment from high transient overvoltage and to limit continuation time. However, because of its special structure, the lead line of the surge arrester is easy to be damaged in the process of construction. Under this circumstance, it is necessary to design a strict automatic detection method in the power system. Io order to satisfy these requirements, this paper combines the YOLOv3 object detection algorithm and the open-pose structure to monitor the surge arrester handling mode in the process of power system construction. It has been proved that the method designed in this paper has a good performance and is able to present an accurate judgement result.
Author Liu, Li
Mei, Jingcheng
Han, Rui
Qi, Donglian
Han, Yifeng
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  givenname: Rui
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  givenname: Li
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  givenname: Jingcheng
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  givenname: Donglian
  surname: Qi
  fullname: Qi, Donglian
  email: qidl@zju.edu.cn
  organization: College of Electrical Engineering, Zhejiang University, Hangzhou, 310027, China
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Snippet This paper has proposed a real-time detection method for the handling mode of surge arrester. Surge arrester is one of the most important elements in power...
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SubjectTerms Arresters
handling mode detection
open-pose
surge arrester
Surges
YOLO
Title A real-time video detection method of the surge arrester handling mode based on Yolo-v3 and Open-Pose
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