An intelligent maintenance scheduling of distribution transformers in a smart grid

Pei Shuo Chiu, Shyh-Jier Huang, Wei Fu Su, Kuan Te Wu, Che Jung Hsu

研究成果: Conference contribution

摘要

This paper aims to apply the bio-inspired intelligent techniques to optimize the maintenance scheduling of transformers. The study is enhanced with the aid of forest optimization algorithm to reach a schedule of reduced failure rate and decreased insulation life loss of transformers. To verify the effectivity of this approach, the method is tested on a real distribution system consisting of 48 distribution transformers. Test results confirm that the proposed scheduling method is feasible and effective.

原文English
主出版物標題2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017
發行者Institute of Electrical and Electronics Engineers Inc.
頁面1-2
頁數2
ISBN(電子)9781509040452
DOIs
出版狀態Published - 2017 十二月 19
事件6th IEEE Global Conference on Consumer Electronics, GCCE 2017 - Nagoya, Japan
持續時間: 2017 十月 242017 十月 27

出版系列

名字2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017
2017-January

Other

Other6th IEEE Global Conference on Consumer Electronics, GCCE 2017
國家Japan
城市Nagoya
期間17-10-2417-10-27

指紋

scheduling
transformers
maintenance
grids
Scheduling
Insulation
schedules
insulation
optimization

All Science Journal Classification (ASJC) codes

  • Media Technology
  • Instrumentation
  • Electrical and Electronic Engineering

引用此文

Chiu, P. S., Huang, S-J., Su, W. F., Wu, K. T., & Hsu, C. J. (2017). An intelligent maintenance scheduling of distribution transformers in a smart grid. 於 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017 (頁 1-2). (2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017; 卷 2017-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/GCCE.2017.8229264
Chiu, Pei Shuo ; Huang, Shyh-Jier ; Su, Wei Fu ; Wu, Kuan Te ; Hsu, Che Jung. / An intelligent maintenance scheduling of distribution transformers in a smart grid. 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017. Institute of Electrical and Electronics Engineers Inc., 2017. 頁 1-2 (2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017).
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Chiu, PS, Huang, S-J, Su, WF, Wu, KT & Hsu, CJ 2017, An intelligent maintenance scheduling of distribution transformers in a smart grid. 於 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017. 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017, 卷 2017-January, Institute of Electrical and Electronics Engineers Inc., 頁 1-2, 6th IEEE Global Conference on Consumer Electronics, GCCE 2017, Nagoya, Japan, 17-10-24. https://doi.org/10.1109/GCCE.2017.8229264

An intelligent maintenance scheduling of distribution transformers in a smart grid. / Chiu, Pei Shuo; Huang, Shyh-Jier; Su, Wei Fu; Wu, Kuan Te; Hsu, Che Jung.

2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 1-2 (2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017; 卷 2017-January).

研究成果: Conference contribution

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AB - This paper aims to apply the bio-inspired intelligent techniques to optimize the maintenance scheduling of transformers. The study is enhanced with the aid of forest optimization algorithm to reach a schedule of reduced failure rate and decreased insulation life loss of transformers. To verify the effectivity of this approach, the method is tested on a real distribution system consisting of 48 distribution transformers. Test results confirm that the proposed scheduling method is feasible and effective.

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Chiu PS, Huang S-J, Su WF, Wu KT, Hsu CJ. An intelligent maintenance scheduling of distribution transformers in a smart grid. 於 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 1-2. (2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017). https://doi.org/10.1109/GCCE.2017.8229264