Line Composite Insulators Condition Monitoring through Partial Discharge Measurement

Date

2019-01-01

Author

Abedini-Livari, Ali
Eshaghi-Maskouni, Mandi
Vakilian, Mehdi
Anşin, Berfin

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This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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Due to outstanding advantages of polymeric insulators such as: hydrophobicity, impact resistance and lower weight, their application in the high voltage transmission and distribution lines is increased significantly, in recent years. The most important feature of these insulators is their hydrophobicity. Contamination and aging are some of the factors that weaken this important feature and reduce the reliability of these insulators. Due to aging effects partial discharges start on the surface of the composite insulators and increase by impact of external factors. This paper examines the occurrence of partial discharge signals on polymeric insulators under: varying amounts of contamination, impact of physical defects, and accelerated salt-fog aging process. The partial discharge signals of these insulators are detected by UHF antenna and they are recorded. These measured partial discharge signals are used to monitor the insulation status. Their characteristics are determined through feature extraction. Using these "extracted features", a good distinction is found among these captured signals; which relate to different samples characteristics in terms of: severity of pollution, or different mechanical defects. These features are selected and used for classifying the insulators condition by support vector machine (SVM) algorithm.

URI

https://hdl.handle.net/11511/92075

DOI

https://doi.org/10.1109/psc49016.2019.9081447

Conference Name

34th International Power System Conference (PSC)

Collections

Department of Basic English, Conference / Seminar

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Citation Formats

A. Abedini-Livari, M. Eshaghi-Maskouni, M. Vakilian, and B. Anşin, “Line Composite Insulators Condition Monitoring through Partial Discharge Measurement,” presented at the 34th International Power System Conference (PSC), Tehran, İran, 2019, Accessed: 00, 2021. [Online]. Available: https://hdl.handle.net/11511/92075.