An Accurate Classification Method Of Harmonic Signals In Power Distribution System By Utilising S-Transform
This paper presents an accurate classification method of harmonic signal in power distribution system by using S-transform (ST). ST has a capability of representing signals in jointly time-frequency domain and known as time frequency representation (TFR). The spectral parameters are estimated from T...
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Universitas Ahmad Dahlan (UAD)
2017
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my.utem.eprints.181482021-07-20T16:46:43Z http://eprints.utem.edu.my/id/eprint/18148/ An Accurate Classification Method Of Harmonic Signals In Power Distribution System By Utilising S-Transform Jopri, Mohd Hatta Abdullah, Abdul Rahim Manap, Mustafa Habban, Mohd Faiz T Technology (General) TK Electrical engineering. Electronics Nuclear engineering This paper presents an accurate classification method of harmonic signal in power distribution system by using S-transform (ST). ST has a capability of representing signals in jointly time-frequency domain and known as time frequency representation (TFR). The spectral parameters are estimated from TFR in order to identify the characteristics and to classify the harmonic signals. The classification of harmonic signals with the utilization of pattern recognition approach which is rule-based classifier of 100 unique signals is according to the IEEE standard 519:2014. The accuracy of the proposed method is determined by using MAPE and the results proved that the method provides high accuracy of harmonic signal classification. Additionally, S-transform also gives 100 percent correct classification of harmonic signals. It is proven that the proposed method is accurate in detecting and classifying harmonic signals in the distribution system. Universitas Ahmad Dahlan (UAD) 2017-03 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/18148/2/2017%20Journal%20An%20Accurate%20Classification%20Method%20of%20Harmonic%20Signals%20in%20Power%20Distribution%20System%20by%20Utilising%20S-Transform.pdf Jopri, Mohd Hatta and Abdullah, Abdul Rahim and Manap, Mustafa and Habban, Mohd Faiz (2017) An Accurate Classification Method Of Harmonic Signals In Power Distribution System By Utilising S-Transform. TELKOMNIKA (Telecommunication Computing Electronics And Control), 15 (11). pp. 1-8. ISSN 1693-6930 http://journal.uad.ac.id/index.php/TELKOMNIKA/article/view/3119 |
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T Technology (General) TK Electrical engineering. Electronics Nuclear engineering Jopri, Mohd Hatta Abdullah, Abdul Rahim Manap, Mustafa Habban, Mohd Faiz An Accurate Classification Method Of Harmonic Signals In Power Distribution System By Utilising S-Transform |
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This paper presents an accurate classification method of harmonic signal in power distribution system by using S-transform (ST). ST has a capability of representing signals in jointly time-frequency domain and known as time frequency representation (TFR). The spectral parameters are estimated from TFR in order to identify the characteristics and to classify the harmonic signals. The classification of harmonic signals with the utilization of pattern recognition approach which is rule-based classifier of 100 unique signals is according to the IEEE standard 519:2014. The accuracy of the proposed method is determined by using
MAPE and the results proved that the method provides high accuracy of harmonic signal classification. Additionally, S-transform also gives 100 percent correct classification of harmonic signals. It is proven that the proposed method is accurate in detecting and classifying harmonic signals in the distribution system. |
format |
Article |
author |
Jopri, Mohd Hatta Abdullah, Abdul Rahim Manap, Mustafa Habban, Mohd Faiz |
author_facet |
Jopri, Mohd Hatta Abdullah, Abdul Rahim Manap, Mustafa Habban, Mohd Faiz |
author_sort |
Jopri, Mohd Hatta |
title |
An Accurate Classification Method Of Harmonic Signals In Power Distribution System By Utilising S-Transform |
title_short |
An Accurate Classification Method Of Harmonic Signals In Power Distribution System By Utilising S-Transform |
title_full |
An Accurate Classification Method Of Harmonic Signals In Power Distribution System By Utilising S-Transform |
title_fullStr |
An Accurate Classification Method Of Harmonic Signals In Power Distribution System By Utilising S-Transform |
title_full_unstemmed |
An Accurate Classification Method Of Harmonic Signals In Power Distribution System By Utilising S-Transform |
title_sort |
accurate classification method of harmonic signals in power distribution system by utilising s-transform |
publisher |
Universitas Ahmad Dahlan (UAD) |
publishDate |
2017 |
url |
http://eprints.utem.edu.my/id/eprint/18148/2/2017%20Journal%20An%20Accurate%20Classification%20Method%20of%20Harmonic%20Signals%20in%20Power%20Distribution%20System%20by%20Utilising%20S-Transform.pdf http://eprints.utem.edu.my/id/eprint/18148/ http://journal.uad.ac.id/index.php/TELKOMNIKA/article/view/3119 |
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1706960910946402304 |
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13.160551 |