Presentation Details
Detection of pollution components on the surface of transmission line insulators based on hyperspectral technology
ID：454
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Updated Time：2022-09-21 10:28:57
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Poster Presentation
Start Time：Pending（Asia/Shanghai）
Duration：Pending
Session：No Session »
Abstract
Insulators of transmission lines are easy to accumulate pollution on their surfaces due to long-term exposure to the atmospheric environment, and the pollution flashover accidents it causes seriously endanger the safety of power system. And the flashover voltage is closely related to the pollution components on insulators’ surface. This paper proposes to use hyperspectral imaging technology to establish the identification model of pollution components, which makes up for the shortage of traditional insulator detection methods. Firstly, contaminated insulator samples with different pollution components were prepared in the laboratory, their hyperspectral spectral lines were obtained for comparison, then the differences between the spectral lines of the samples with different pollution components were analyzed. At last, a random forest model was built to realize the identification and classification of the samples with different pollution components, and the accuracy of the model was more than 95%. The results show that the method for detection of insulator surface pollution component based on hyperspectral imaging technology is feasible and provides a new idea for the online detection of insulators of transmission lines.
Keywords
Insulator pollution flashover,Pollution components,Hyperspectral imaging techonology,Random forest
Speaker
GUO Yujun
Southwest Jiaotong UniversitySubmission Author
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Important Date
-
Conference Date
Sep 25
2022
toSep 29
2022
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Aug 15 2022
Early Bird Registration
-
Sep 10 2022
Contribution Submission Deadline
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Nov 10 2022
Registration deadline
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Nov 30 2022
Draft paper submission deadline
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Nov 30 2022
Final Paper Deadline
Sponsored By
IEEE DEIS
Organized By
Chongqing University
Contact Information
- Zhengyong Huang
- 61******@qq.com
Previous Conferences
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2020-09-06 China Beijing
2020 IEEE International Conference on High Voltage Engineering and Application -
2018-09-10 Greece
2018 IEEE International Conference on High Voltage Engineering and Application -
2016-09-19 China Chengdu, China
2016 IEEE International Conference on High Voltage Engineering and Application
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