Open access Journal 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 · 112 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.
- University of Technology Malaysia
- Universiti Teknikal Malaysia Melaka
- Universiti Malaysia Pahang Al-Sultan Abdullah
- Universitas Ahmad Dahlan
- Islamic Azad University, Tehran
- Universiti Malaysia Perlis
- Universiti Sains Malaysia
- 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 |
|---|---|---|
| Auzani Jidin | Universiti Teknikal Malaysia Melaka | 34 |
| Nik Rumzi Nik Idris | University of Technology Malaysia | 18 |
| Mohammad Jannati | University of Technology Malaysia | 16 |
| Nik Rumzi Nik Idris | Affiliation unknown | 16 |
| Mohd Hatta Jopri | Universiti Teknikal Malaysia Melaka | 15 |
| Ibrahim Alhamrouni | Affiliation unknown | 15 |
| Mohd Junaidi Abdul Aziz | University of Technology Malaysia | 10 |
| Mustafa Manap | Universiti Teknikal Malaysia Melaka | 10 |
| Kasrul Abdul Karim | Affiliation unknown | 9 |
| Lina Handayani | Universitas Ahmad Dahlan | 8 |
| Mahmoud Zadehbagheri | Islamic Azad University, Tehran | 8 |
| Muhammad Ado | University of Technology Malaysia | 8 |
| Abdul Rahim Abdullah | Universiti Teknikal Malaysia Melaka | 6 |
| Mochammad Facta | Diponegoro University | 6 |
| Mohammad Javad Kiani | Islamic Azad University, Tehran | 5 |
| Shahreen Kasim | Affiliation unknown | 5 |
| Watra Arsadiando | Affiliation unknown | 5 |
| Mohammad Faridun Naim Tajuddin | Universiti Malaysia Perlis | 5 |
| Mohd Junaidi Abdul Aziz | Affiliation unknown | 5 |
| Imam Much Ibnu Subroto | Sultan Agung Islamic University | 4 |
| M. Rahimi Yusoff | Universiti Teknikal Malaysia Melaka | 4 |
| Hendril Satrian Purnama | Affiliation unknown | 4 |
| Anggit Pamungkas | Affiliation unknown | 4 |
| Vahdat Nazerian | University of Mazandaran | 4 |
| Muhammad Zaid Aihsan | Universiti Malaysia Perlis | 4 |
| Chibuike Peter Ohanu | University of Nigeria | 4 |
| Tri Wahono | Affiliation unknown | 4 |
| Rahim Ildarabadi | Affiliation unknown | 4 |
| Azralmukmin Azmi | Affiliation unknown | 4 |
| Shahrin Md Ayob | Affiliation unknown | 4 |
| Siti Azura Ahmad Tarusan | Affiliation unknown | 4 |
| Aiman Zakwan Jidin | Affiliation unknown | 4 |
| Deris Stiawan | Sriwijaya University | 3 |
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.