A novel algorithm for UHF-based partial discharge localization in power transformers

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Authors

  • Mohamadreza Ariannik
  • Mohammad Esmaeil Akbari Azirani
  • Peter Werle
  • Asghar Akbari Azirani

External Research Organisations

  • K.N. Toosi University of Technology
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Details

Original languageEnglish
Title of host publicationVDE-Fachtagung Hochspannungstechnik 2018
PublisherVDE Verlag GmbH
Pages270-275
Number of pages6
ISBN (electronic)9783800748075
Publication statusPublished - 2018
EventVDE-Fachtagung Hochspannungstechnik 2018 - VDE Conference on High Voltage Technology 2018 - Berlin, Germany
Duration: 12 Nov 201814 Nov 2018

Publication series

NameVDE-Fachtagung Hochspannungstechnik 2018

Abstract

Power transformers are key elements of a power system. Monitoring systems and condition-based maintenance is applied to ensure their reliability. Partial discharges (PD) lead to a progressive deterioration of the transformer's insulation system. Therefore, detecting and localizing PDs in early stages enables the operators to have a maintenance plan for the transformer and extend its lifetime. This paper is aimed to detect and localize PDs using ultrahigh frequency (UHF) measurement technique. The main challenge in UHF PD based measurement for localization is a precise determination of signal arrival time in noisy batch data. The more precise determination of PD signal onset, the more exact localization is possible. An algorithm is proposed for this purpose, in which two methods are introduced to detect the arrival time of the signals received by the UHF probes. This algorithm is based on receiving several signal sets and a detailed discussion is presented on how the accuracy of the localization algorithm can be affected by increasing the number of evaluated PD-signal sets. Finally, the efficiency of the proposed algorithm is evaluated by modelling possible scenarios that represent the propagation of the Electromagnetic (EM) waves emitted due to the PDs through paper insulation and the windings in a power transformer. Hereby, a PD fault model is placed inside a transformer tank and different barriers are placed around it to evaluate the localization accuracy under various circumstances.

ASJC Scopus subject areas

Cite this

A novel algorithm for UHF-based partial discharge localization in power transformers. / Ariannik, Mohamadreza; Akbari Azirani, Mohammad Esmaeil; Werle, Peter et al.
VDE-Fachtagung Hochspannungstechnik 2018. VDE Verlag GmbH, 2018. p. 270-275 (VDE-Fachtagung Hochspannungstechnik 2018).

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Ariannik, M, Akbari Azirani, ME, Werle, P & Akbari Azirani, A 2018, A novel algorithm for UHF-based partial discharge localization in power transformers. in VDE-Fachtagung Hochspannungstechnik 2018. VDE-Fachtagung Hochspannungstechnik 2018, VDE Verlag GmbH, pp. 270-275, VDE-Fachtagung Hochspannungstechnik 2018 - VDE Conference on High Voltage Technology 2018, Berlin, Germany, 12 Nov 2018.
Ariannik, M., Akbari Azirani, M. E., Werle, P., & Akbari Azirani, A. (2018). A novel algorithm for UHF-based partial discharge localization in power transformers. In VDE-Fachtagung Hochspannungstechnik 2018 (pp. 270-275). (VDE-Fachtagung Hochspannungstechnik 2018). VDE Verlag GmbH.
Ariannik M, Akbari Azirani ME, Werle P, Akbari Azirani A. A novel algorithm for UHF-based partial discharge localization in power transformers. In VDE-Fachtagung Hochspannungstechnik 2018. VDE Verlag GmbH. 2018. p. 270-275. (VDE-Fachtagung Hochspannungstechnik 2018).
Ariannik, Mohamadreza ; Akbari Azirani, Mohammad Esmaeil ; Werle, Peter et al. / A novel algorithm for UHF-based partial discharge localization in power transformers. VDE-Fachtagung Hochspannungstechnik 2018. VDE Verlag GmbH, 2018. pp. 270-275 (VDE-Fachtagung Hochspannungstechnik 2018).
Download
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abstract = "Power transformers are key elements of a power system. Monitoring systems and condition-based maintenance is applied to ensure their reliability. Partial discharges (PD) lead to a progressive deterioration of the transformer's insulation system. Therefore, detecting and localizing PDs in early stages enables the operators to have a maintenance plan for the transformer and extend its lifetime. This paper is aimed to detect and localize PDs using ultrahigh frequency (UHF) measurement technique. The main challenge in UHF PD based measurement for localization is a precise determination of signal arrival time in noisy batch data. The more precise determination of PD signal onset, the more exact localization is possible. An algorithm is proposed for this purpose, in which two methods are introduced to detect the arrival time of the signals received by the UHF probes. This algorithm is based on receiving several signal sets and a detailed discussion is presented on how the accuracy of the localization algorithm can be affected by increasing the number of evaluated PD-signal sets. Finally, the efficiency of the proposed algorithm is evaluated by modelling possible scenarios that represent the propagation of the Electromagnetic (EM) waves emitted due to the PDs through paper insulation and the windings in a power transformer. Hereby, a PD fault model is placed inside a transformer tank and different barriers are placed around it to evaluate the localization accuracy under various circumstances.",
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AU - Akbari Azirani, Mohammad Esmaeil

AU - Werle, Peter

AU - Akbari Azirani, Asghar

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