Assessing Consequences of the Final Failure of a Power Transformer Using Fuzzy Logic and Expert Criteria

C. A. Farfan; D. M. Marin; Diego Chacon-Troya; Ricardo Medina

doi:10.1109/CCECE.2018.8447618

Assessing Consequences of the Final Failure of a Power Transformer Using Fuzzy Logic and Expert Criteria

C. A. Farfan, D. M. Marin, Diego Chacon-Troya, Ricardo Medina

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

This document presents an innovative tool for assessing the consequence of the final failure a power transformer, this metric considers aspects as: power quality, overload of other equipment, safety, reliability of the system and the environmental social impact. For this evaluation, existing standards as well experience and industry practices are integrated. For this regard, a fuzzy inference system was proposed, the membership functions and the rules for integrating each input are based on a survey applied over a set of Ecuadorian power transformers; this study considers technical, economic and social characteristics of the impact of the final failure. The resulting membership functions, and the rules are presented.

Original language	English
Title of host publication	2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Print)	9781538624104
DOIs	https://doi.org/10.1109/CCECE.2018.8447618
State	Published - 27 Aug 2018
Event	2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018 - Quebec City, Canada Duration: 13 May 2018 → 16 May 2018

Publication series

Name	Canadian Conference on Electrical and Computer Engineering
Volume	2018-May
ISSN (Print)	0840-7789

Conference

Conference	2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018
Country/Territory	Canada
City	Quebec City
Period	13/05/18 → 16/05/18

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Keywords

Asset management
Consequence factor
Delphi method
Expert criteria
Fuzzy logic
Health index
Power transformers

Access to Document

10.1109/CCECE.2018.8447618

Cite this

Farfan, C. A., Marin, D. M., Chacon-Troya, D., & Medina, R. (2018). Assessing Consequences of the Final Failure of a Power Transformer Using Fuzzy Logic and Expert Criteria. In 2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018 Article 8447618 (Canadian Conference on Electrical and Computer Engineering; Vol. 2018-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCECE.2018.8447618

Farfan, C. A. ; Marin, D. M. ; Chacon-Troya, Diego et al. / Assessing Consequences of the Final Failure of a Power Transformer Using Fuzzy Logic and Expert Criteria. 2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018. Institute of Electrical and Electronics Engineers Inc., 2018. (Canadian Conference on Electrical and Computer Engineering).

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abstract = "This document presents an innovative tool for assessing the consequence of the final failure a power transformer, this metric considers aspects as: power quality, overload of other equipment, safety, reliability of the system and the environmental social impact. For this evaluation, existing standards as well experience and industry practices are integrated. For this regard, a fuzzy inference system was proposed, the membership functions and the rules for integrating each input are based on a survey applied over a set of Ecuadorian power transformers; this study considers technical, economic and social characteristics of the impact of the final failure. The resulting membership functions, and the rules are presented.",

keywords = "Asset management, Consequence factor, Delphi method, Expert criteria, Fuzzy logic, Health index, Power transformers",

author = "Farfan, {C. A.} and Marin, {D. M.} and Diego Chacon-Troya and Ricardo Medina",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018 ; Conference date: 13-05-2018 Through 16-05-2018",

year = "2018",

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Farfan, CA, Marin, DM, Chacon-Troya, D & Medina, R 2018, Assessing Consequences of the Final Failure of a Power Transformer Using Fuzzy Logic and Expert Criteria. in 2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018., 8447618, Canadian Conference on Electrical and Computer Engineering, vol. 2018-May, Institute of Electrical and Electronics Engineers Inc., 2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018, Quebec City, Canada, 13/05/18. https://doi.org/10.1109/CCECE.2018.8447618

Assessing Consequences of the Final Failure of a Power Transformer Using Fuzzy Logic and Expert Criteria. / Farfan, C. A.; Marin, D. M.; Chacon-Troya, Diego et al.
2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018. Institute of Electrical and Electronics Engineers Inc., 2018. 8447618 (Canadian Conference on Electrical and Computer Engineering; Vol. 2018-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Farfan CA, Marin DM, Chacon-Troya D, Medina R. Assessing Consequences of the Final Failure of a Power Transformer Using Fuzzy Logic and Expert Criteria. In 2018 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2018. Institute of Electrical and Electronics Engineers Inc. 2018. 8447618. (Canadian Conference on Electrical and Computer Engineering). doi: 10.1109/CCECE.2018.8447618

Assessing Consequences of the Final Failure of a Power Transformer Using Fuzzy Logic and Expert Criteria

Abstract

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Keywords

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