Open access Jurnal SINTA 1
An Improved Detection and Classification Technique of Harmonic Signals in Power Distribution by Utilizing Spectrogram
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 7 No. 1 (2017)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2017-02-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
This paper introduces an improved detection and classification technique of harmonic signals in power distribution using time-frequency distribution (TFD) analysis which is spectrogram. The spectrogram is an appropriate approach to signify signals in jointly time-frequency domain and known as time frequency representation (TFR). The spectral information of signals can be observed and estimated plainly from TFR due to identify the characteristics of the signals. Based on rule-based classifier and the threshold settings that referred to IEEE Standard 1159 2009, the detection and classification of harmonic signals for 100 unique signals consist of various characteristic of harmonics are carried out successfully. The accuracy of proposed method is examined by using MAPE and the result show that the technique provides high accuracy. In addition, spectrogram also gives 100 percent correct classification of harmonic signals. It is proven that the proposed method is accurate, fast and cost efficient for detecting and classifying harmonic signals in distribution system.
Collaboration network of the authors
40 authors · 95 co-authorship links · 43 across different organisations · showing the 40 most connected
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Universiti Teknikal Malaysia Melaka
- University of Technology Malaysia
- Islamic Azad University, Tehran
- Universitas Ahmad Dahlan
- Sultan Agung Islamic University
- Tun Hussein Onn University of Malaysia
- University of Mazandaran
- Other organisations
- 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 |
|---|---|---|
| Nik Rumzi Nik Idris | University of Technology Malaysia | 9 |
| Mohammad Jannati | University of Technology Malaysia | 9 |
| A.S. Hussin | Universiti Teknikal Malaysia Melaka | 9 |
| Mohd Ruddin Ab Ghani | Universiti Teknikal Malaysia Melaka | 9 |
| Mohd Junaidi Abdul Aziz | University of Technology Malaysia | 7 |
| Awang Jusoh | University of Technology Malaysia | 7 |
| Norhashimah Mohd Saad | Universiti Teknikal Malaysia Melaka | 6 |
| Muhammad Ado | University of Technology Malaysia | 4 |
| Lina Handayani | Universitas Ahmad Dahlan | 3 |
| Imam Much Ibnu Subroto | Sultan Agung Islamic University | 3 |
| Nursabillilah Mohd Ali | Universiti Teknikal Malaysia Melaka | 3 |
| Shahreen binti Kasim | Tun Hussein Onn University of Malaysia | 3 |
| Mahmoud Zadehbagheri | Islamic Azad University, Tehran | 3 |
| Mohammad Javad Kiani | Islamic Azad University, Tehran | 3 |
| Vahdat Nazerian | University of Mazandaran | 3 |
| Auzani Jidin | Universiti Teknikal Malaysia Melaka | 2 |
| M. Ghanbari | Affiliation unknown | 2 |
| Munawar Agus Riyadi | Diponegoro University | 2 |
| Deris Stiawan | Sriwijaya University | 2 |
| M. Najafi Khoshrodi | Affiliation unknown | 2 |
| N. S. M. Noor | Universiti Teknikal Malaysia Melaka | 2 |
| Mehdi Dadkhah | Islamic Azad University, Tehran | 2 |
| Shahaboddin Shamshirband | University of Malaya | 2 |
| Ahmad Saudi Samosir | Lampung University | 2 |
| Ahmad Sobri Muda | Universiti Putra Malaysia | 2 |
| Ali Ajami | Affiliation unknown | 2 |
| Chibuike Peter Ohanu | University of Nigeria | 2 |
| Aiman Zakwan Jidin | Universiti Teknikal Malaysia Melaka | 1 |
| Rozana Alik | University of Technology Malaysia | 1 |
| Muhammad Firdaus Abd Razak | University of Technology Malaysia | 1 |
| Mohamad Hamka Bin Saiful | University of Technology Malaysia | 1 |
| Jingwei Too | Universiti Teknikal Malaysia Melaka | 1 |
| Haslinda Musa | Universiti Teknikal Malaysia Melaka | 1 |
| Nor Nabilah Syazana Abdul Rahman | Universiti Teknikal Malaysia Melaka | 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.