Open access Jurnal SINTA 1
Enhancing the performance of cascaded three-level VSC STATCOM by ANN controller with SVPWM integegration
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 9 No. 5 (2019)
- ISSN
- 2722-2578, 2088-8708
- Published
- 2019-10-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
This article presents a cascaded three-level voltage source converter (VSC) based STATCOM employing an artificial neuron network (ANN) controller with a new simple circuit of space vector pulse width modulation (SVPWM) technique. The main aim of utilizing ANN controller and SVPWM technique is to minimize response time (RT) of STATCOM and improve its performance regard to PF amplitude, and total harmonic distortion (THD) of VSC output current during the period of lagging/leading PF loads (inductive/capacitive loads). The performance of STATCOM is tested using MATLAB/SIMULINK in IEEE 3-bus system. The simulation results clearly proved that the STATCOM with intelligent controller is more efficient compared to a conventional controller (PI controller), where ANN enables the voltage and current to be in the same phase rapidly (during 1.5 cycles) with THD less than 5%.
Collaboration network of the authors
40 authors · 101 co-authorship links · 57 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
- Universiti Malaysia Pahang Al-Sultan Abdullah
- Islamic Azad University, Tehran
- Universitas Ahmad Dahlan
- Universiti Sains Malaysia
- Sultan Agung Islamic University
- 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 |
| Mohd Hatta Jopri | Universiti Teknikal Malaysia Melaka | 8 |
| Muhammad Ado | University of Technology Malaysia | 8 |
| Mohd Junaidi Abdul Aziz | University of Technology Malaysia | 7 |
| Mustafa Manap | Universiti Teknikal Malaysia Melaka | 7 |
| Abdul Rahim Abdullah | Universiti Teknikal Malaysia Melaka | 6 |
| M. Rahimi Yusoff | Universiti Teknikal Malaysia Melaka | 4 |
| Lina Handayani | Universitas Ahmad Dahlan | 3 |
| Imam Much Ibnu Subroto | Sultan Agung Islamic University | 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 |
| A.S. Hussin | Universiti Teknikal Malaysia Melaka | 2 |
| Mohd Ruddin Ab Ghani | Universiti Teknikal Malaysia Melaka | 2 |
| Mehdi Dadkhah | Islamic Azad University, Tehran | 2 |
| Shahaboddin Shamshirband | University of Malaya | 2 |
| Ahmad Saudi Samosir | Lampung University | 2 |
| Ali Ajami | Affiliation unknown | 2 |
| Chibuike Peter Ohanu | University of Nigeria | 2 |
| Rozana Alik | University of Technology Malaysia | 2 |
| Muhammad Firdaus Abd Razak | University of Technology Malaysia | 2 |
| Mohamad Hamka Bin Saiful | University of Technology Malaysia | 2 |
| Aiman Zakwan Jidin | Universiti Teknikal Malaysia Melaka | 1 |
| M.F. Habban | Universiti Teknikal Malaysia Melaka | 1 |
| Sahazati Md Rozali | Universiti Teknikal Malaysia Melaka | 1 |
| Muhammad Nizam Kamarudin | 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.