Open access Jurnal SINTA 1
Voltage variations identification using gabor transform and rule-based classification method
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 10 No. 1 (2020)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2020-02-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
This paper presents a comparatively contemporary easy to use technique for the identification and classification of voltage variations. The technique was established based on the Gabor Transform and the rule-based classification method. The technique was tested by using mathematical model of Power Quality (PQ) disturbances based on the IEEE Std 519-2009. The PQ disturbances focused were the voltage variations, which included voltage sag, swell and interruption. A total of 80 signals were simulated from the mathematical model in MATLAB and used in this study. The signals were analyzed by using Gabor Transform and the signal pattern, time-frequency representation (TFR) and root-mean-square voltage graph were presented in this paper. The features of the analysis were extracted, and rules were implemented in rule-based classification to identify and classify the voltage variation accordingly. The results showed that this method is easy to be used and has good accuracy in classifying the voltage variation.
Collaboration network of the authors
29 authors · 91 co-authorship links · 22 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Universiti Teknikal Malaysia Melaka
- Universitas Ahmad Dahlan
- Universiti Putra Malaysia
- Universiti Malaysia Perlis
- University of Osijek
- Multimedia University
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Tole Sutikno | Universitas Ahmad Dahlan | 10 |
| Mohd Hatta Jopri | Universiti Teknikal Malaysia Melaka | 10 |
| Mustafa Manap | Universiti Teknikal Malaysia Melaka | 10 |
| Norhashimah Mohd Saad | Universiti Teknikal Malaysia Melaka | 6 |
| Nursabillilah Mohd Ali | Universiti Teknikal Malaysia Melaka | 3 |
| A.S. Hussin | Universiti Teknikal Malaysia Melaka | 3 |
| Mohd Ruddin Ab Ghani | Universiti Teknikal Malaysia Melaka | 3 |
| N. S. M. Noor | Universiti Teknikal Malaysia Melaka | 2 |
| Ahmad Sobri Muda | Universiti Putra Malaysia | 2 |
| M.F. Habban | Universiti Teknikal Malaysia Melaka | 2 |
| Jingwei Too | Universiti Teknikal Malaysia Melaka | 1 |
| Haslinda Musa | Universiti Teknikal Malaysia Melaka | 1 |
| Nor Nabilah Syazana Abdul Rahman | Universiti Teknikal Malaysia Melaka | 1 |
| Khalil Azha Mohd Annuar | Universiti Teknikal Malaysia Melaka | 1 |
| Mohd Firdaus Mohd Ab Halim | Universiti Teknikal Malaysia Melaka | 1 |
| Mohamad Haniff Harun | Universiti Teknikal Malaysia Melaka | 1 |
| Farriz Hj Md Basar | Affiliation unknown | 1 |
| Mohd Omar | Universiti Malaysia Perlis | 1 |
| Norihan Binti Abdul Hamid | Universiti Teknikal Malaysia Melaka | 1 |
| M. A. Muhammad Syahmi | Universiti Teknikal Malaysia Melaka | 1 |
| Srete Nikolovski | University of Osijek | 1 |
| Nur Hasanah Ali | Multimedia University | 1 |
| Shaarmila Kandaya | Universiti Teknikal Malaysia Melaka | 1 |
| Ezreen Farina Shair | Universiti Teknikal Malaysia Melaka | 1 |
| Muhammad Izzat Ahmad Sabri | Affiliation unknown | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.