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Dissolved gas analysis of transformers based on rough set and fuzzy logic methods

Dissolved Gas Analysis (DGA) is one of the common approaches that can be used to detect incipient faults in transformers. According to IEEE C57/104-2008 and IEC 60599 standards, there are many DGA techniques that can be used to interpret the type of faults. In this paper, an alternative method to di...

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Main Authors: Kadim, E. J., Hee, C. F., Azis, Norhafiz, Jasni, Jasronita, Ahmad, S. A., Ab Kadir, Mohd Zainal Abidin
Format: Conference or Workshop Item
Language:English
Published: IEEE 2015
Online Access:http://psasir.upm.edu.my/id/eprint/48222/1/Dissolved%20gas%20analysis%20of%20transformers%20based%20on%20rough%20set%20and%20fuzzy%20logic%20methods.pdf
http://psasir.upm.edu.my/id/eprint/48222/
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spelling my.upm.eprints.482222016-08-04T05:32:58Z http://psasir.upm.edu.my/id/eprint/48222/ Dissolved gas analysis of transformers based on rough set and fuzzy logic methods Kadim, E. J. Hee, C. F. Azis, Norhafiz Jasni, Jasronita Ahmad, S. A. Ab Kadir, Mohd Zainal Abidin Dissolved Gas Analysis (DGA) is one of the common approaches that can be used to detect incipient faults in transformers. According to IEEE C57/104-2008 and IEC 60599 standards, there are many DGA techniques that can be used to interpret the type of faults. In this paper, an alternative method to diagnose faults in transformers based on Rough Set (RS) and Fuzzy Logic (FL) is proposed. The rules for the FL are generated from the attributes of RS. Based on this method, it was found that the efficiency of the fault interpretation based on RS/FL is improved compared to the conventional methods in standards. IEEE 2015 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/48222/1/Dissolved%20gas%20analysis%20of%20transformers%20based%20on%20rough%20set%20and%20fuzzy%20logic%20methods.pdf Kadim, E. J. and Hee, C. F. and Azis, Norhafiz and Jasni, Jasronita and Ahmad, S. A. and Ab Kadir, Mohd Zainal Abidin (2015) Dissolved gas analysis of transformers based on rough set and fuzzy logic methods. In: 2015 IEEE Conference on Energy Conversion (CENCON), 19-20 Oct. 2015, Johor Bahru, Malaysia. (pp. 268-271). 10.1109/CENCON.2015.7409552
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Dissolved Gas Analysis (DGA) is one of the common approaches that can be used to detect incipient faults in transformers. According to IEEE C57/104-2008 and IEC 60599 standards, there are many DGA techniques that can be used to interpret the type of faults. In this paper, an alternative method to diagnose faults in transformers based on Rough Set (RS) and Fuzzy Logic (FL) is proposed. The rules for the FL are generated from the attributes of RS. Based on this method, it was found that the efficiency of the fault interpretation based on RS/FL is improved compared to the conventional methods in standards.
format Conference or Workshop Item
author Kadim, E. J.
Hee, C. F.
Azis, Norhafiz
Jasni, Jasronita
Ahmad, S. A.
Ab Kadir, Mohd Zainal Abidin
spellingShingle Kadim, E. J.
Hee, C. F.
Azis, Norhafiz
Jasni, Jasronita
Ahmad, S. A.
Ab Kadir, Mohd Zainal Abidin
Dissolved gas analysis of transformers based on rough set and fuzzy logic methods
author_facet Kadim, E. J.
Hee, C. F.
Azis, Norhafiz
Jasni, Jasronita
Ahmad, S. A.
Ab Kadir, Mohd Zainal Abidin
author_sort Kadim, E. J.
title Dissolved gas analysis of transformers based on rough set and fuzzy logic methods
title_short Dissolved gas analysis of transformers based on rough set and fuzzy logic methods
title_full Dissolved gas analysis of transformers based on rough set and fuzzy logic methods
title_fullStr Dissolved gas analysis of transformers based on rough set and fuzzy logic methods
title_full_unstemmed Dissolved gas analysis of transformers based on rough set and fuzzy logic methods
title_sort dissolved gas analysis of transformers based on rough set and fuzzy logic methods
publisher IEEE
publishDate 2015
url http://psasir.upm.edu.my/id/eprint/48222/1/Dissolved%20gas%20analysis%20of%20transformers%20based%20on%20rough%20set%20and%20fuzzy%20logic%20methods.pdf
http://psasir.upm.edu.my/id/eprint/48222/
_version_ 1643834111430754304
score 13.160551

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