Partial discharge pattern recognition of molded type transformers using self organizing map

Wen Yeau Chang, Hong Tzer Yang

研究成果: Conference contribution

5 引文 斯高帕斯(Scopus)

摘要

In this paper, application of self organizing map (SOM) to recognize partial discharge (PD) patterns of molded type transformers (MTTs) is proposed. The PD patterns are measured by using a commercial PD detector. A set of features, used as operators, for each PD pattern are extracted through statistical tools. The proposed SOM classifier has the advantage of high robustness to the ambiguous patterns, which is useful in recognizing the PD patterns of electrical transformers. To verify the effectiveness of the proposed method, the classifier was tested on 120 sets of field-test PD patterns of MTTs. The test results show the proposed approach may achieve a quite satisfactory recognition of PD patterns.

原文English
主出版物標題Proceedings of ICPADM 2006 - 8th International Conference on Properties and Applications of Dielectric Materials
發行者Institute of Electrical and Electronics Engineers Inc.
頁面246-249
頁數4
ISBN(列印)1424401895, 9781424401895
DOIs
出版狀態Published - 2006 1月 1
事件ICPADM 2006 - 8th International Conference on Properties and Applications of Dielectric Materials - Bali, Indonesia
持續時間: 2006 6月 262006 6月 30

出版系列

名字Proceedings of the IEEE International Conference on Properties and Applications of Dielectric Materials

Other

OtherICPADM 2006 - 8th International Conference on Properties and Applications of Dielectric Materials
國家/地區Indonesia
城市Bali
期間06-06-2606-06-30

All Science Journal Classification (ASJC) codes

  • 電子、光磁材料
  • 凝聚態物理學
  • 材料化學

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