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...
| Main Authors: | , , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2015
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| 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 |
| _version_ | 1796974949801394176 |
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| author | Kadim, E. J. Hee, C. F. Azis, Norhafiz Jasni, Jasronita Ahmad, S. A. Ab Kadir, Mohd Zainal Abidin |
| 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. |
| collection | UPM |
| 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. |
| first_indexed | 2024-03-06T09:04:24Z |
| format | Conference or Workshop Item |
| id | upm.eprints-48222 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T09:04:24Z |
| publishDate | 2015 |
| publisher | IEEE |
| record_format | dspace |
| spelling | 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 |
| 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 |
| title | 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_short | 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 |
| url | http://psasir.upm.edu.my/id/eprint/48222/1/Dissolved%20gas%20analysis%20of%20transformers%20based%20on%20rough%20set%20and%20fuzzy%20logic%20methods.pdf |
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