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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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.

Original languageEnglish
Title of host publication2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1-2
Number of pages2
ISBN (Electronic)9781509040452
DOIs
Publication statusPublished - 2017 Dec 19
Event6th IEEE Global Conference on Consumer Electronics, GCCE 2017 - Nagoya, Japan
Duration: 2017 Oct 242017 Oct 27

Publication series

Name2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017
Volume2017-January

Other

Other6th IEEE Global Conference on Consumer Electronics, GCCE 2017
CountryJapan
CityNagoya
Period17-10-2417-10-27

Fingerprint

scheduling
transformers
maintenance
grids
Scheduling
Insulation
schedules
insulation
optimization

All Science Journal Classification (ASJC) codes

  • Media Technology
  • Instrumentation
  • Electrical and Electronic Engineering

Cite this

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. In 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017 (pp. 1-2). (2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017; Vol. 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. pp. 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. in 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017. 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017, vol. 2017-January, Institute of Electrical and Electronics Engineers Inc., pp. 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; Vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference 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. In 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