Enhancing the performance of cascaded three-level VSC STATCOM by ANN controller with SVPWM integegration
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 min...
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| Format: | Article |
| Language: | en |
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Institute of Advanced Engineering and Science (IAES)
2019
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| Online Access: | http://umpir.ump.edu.my/id/eprint/26657/1/Enhancing%20the%20performance%20of%20cascaded%20three-level.pdf http://umpir.ump.edu.my/id/eprint/26657/ http://doi.org/10.11591/ijece.v9i5.pp3880-3890 |
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| author | Almelian, Mohamad Milood Izzeldin, I. Mohd Abu Zaharin, Ahmad Salem, Mohamed Omran, Mohamed Asghaiyer Awang, Jusoh Sutikno, Tole |
| author_facet | Almelian, Mohamad Milood Izzeldin, I. Mohd Abu Zaharin, Ahmad Salem, Mohamed Omran, Mohamed Asghaiyer Awang, Jusoh Sutikno, Tole |
| author_sort | Almelian, Mohamad Milood |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | 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%. |
| format | Article |
| id | my.ump.umpir.26657 |
| institution | Universiti Malaysia Pahang |
| language | en |
| publishDate | 2019 |
| publisher | Institute of Advanced Engineering and Science (IAES) |
| record_format | eprints |
| spelling | my.ump.umpir.266572019-12-10T03:04:52Z http://umpir.ump.edu.my/id/eprint/26657/ Enhancing the performance of cascaded three-level VSC STATCOM by ANN controller with SVPWM integegration Almelian, Mohamad Milood Izzeldin, I. Mohd Abu Zaharin, Ahmad Salem, Mohamed Omran, Mohamed Asghaiyer Awang, Jusoh Sutikno, Tole TK Electrical engineering. Electronics Nuclear engineering 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%. Institute of Advanced Engineering and Science (IAES) 2019-10 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/26657/1/Enhancing%20the%20performance%20of%20cascaded%20three-level.pdf Almelian, Mohamad Milood and Izzeldin, I. Mohd and Abu Zaharin, Ahmad and Salem, Mohamed and Omran, Mohamed Asghaiyer and Awang, Jusoh and Sutikno, Tole (2019) Enhancing the performance of cascaded three-level VSC STATCOM by ANN controller with SVPWM integegration. International Journal of Electrical and Computer Engineering (IJECE), 9 (5). pp. 3880-3890. ISSN 2088-8708. (Published) http://doi.org/10.11591/ijece.v9i5.pp3880-3890 http://doi.org/10.11591/ijece.v9i5.pp3880-3890 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Almelian, Mohamad Milood Izzeldin, I. Mohd Abu Zaharin, Ahmad Salem, Mohamed Omran, Mohamed Asghaiyer Awang, Jusoh Sutikno, Tole Enhancing the performance of cascaded three-level VSC STATCOM by ANN controller with SVPWM integegration |
| title | Enhancing the performance of cascaded three-level VSC STATCOM by ANN controller with SVPWM integegration |
| title_full | Enhancing the performance of cascaded three-level VSC STATCOM by ANN controller with SVPWM integegration |
| title_fullStr | Enhancing the performance of cascaded three-level VSC STATCOM by ANN controller with SVPWM integegration |
| title_full_unstemmed | Enhancing the performance of cascaded three-level VSC STATCOM by ANN controller with SVPWM integegration |
| title_short | Enhancing the performance of cascaded three-level VSC STATCOM by ANN controller with SVPWM integegration |
| title_sort | enhancing the performance of cascaded three-level vsc statcom by ann controller with svpwm integegration |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/26657/1/Enhancing%20the%20performance%20of%20cascaded%20three-level.pdf http://umpir.ump.edu.my/id/eprint/26657/ http://doi.org/10.11591/ijece.v9i5.pp3880-3890 http://doi.org/10.11591/ijece.v9i5.pp3880-3890 |
| url_provider | http://umpir.ump.edu.my/ |