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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Main Authors: Almelian, M. M., Mohd., I. I., Ahmad, A. Z., Salem, M., Omran, M. A., Jusoh, A., Sutikno, T.
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2019
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Online Access:http://eprints.utm.my/id/eprint/88946/1/MohamadMiloodAlmelian2019_EnhancingThePerformanceofCascaded.pdf
http://eprints.utm.my/id/eprint/88946/
https://dx.doi.org/10.11591/ijece.v9i5.pp3880-3890
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Institution: Universiti Teknologi Malaysia
Language: English
id my.utm.88946
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spelling my.utm.889462020-12-29T04:43:19Z http://eprints.utm.my/id/eprint/88946/ Enhancing the performance of cascaded three-level vsc statcom by ann controller with svpwm integegration Almelian, M. M. Mohd., I. I. Ahmad, A. Z. Salem, M. Omran, M. A. Jusoh, A. Sutikno, T. 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 2019-10 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/88946/1/MohamadMiloodAlmelian2019_EnhancingThePerformanceofCascaded.pdf Almelian, M. M. and Mohd., I. I. and Ahmad, A. Z. and Salem, M. and Omran, M. A. and Jusoh, A. and Sutikno, T. (2019) Enhancing the performance of cascaded three-level vsc statcom by ann controller with svpwm integegration. International Journal of Electrical and Computer Engineering, 9 (5). pp. 3880-3890. ISSN 2088-8708 https://dx.doi.org/10.11591/ijece.v9i5.pp3880-3890 DOI:10.11591/ijece.v9i5.pp3880-3890
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Almelian, M. M.
Mohd., I. I.
Ahmad, A. Z.
Salem, M.
Omran, M. A.
Jusoh, A.
Sutikno, T.
Enhancing the performance of cascaded three-level vsc statcom by ann controller with svpwm integegration
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
author Almelian, M. M.
Mohd., I. I.
Ahmad, A. Z.
Salem, M.
Omran, M. A.
Jusoh, A.
Sutikno, T.
author_facet Almelian, M. M.
Mohd., I. I.
Ahmad, A. Z.
Salem, M.
Omran, M. A.
Jusoh, A.
Sutikno, T.
author_sort Almelian, M. M.
title 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_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_sort enhancing the performance of cascaded three-level vsc statcom by ann controller with svpwm integegration
publisher Institute of Advanced Engineering and Science
publishDate 2019
url http://eprints.utm.my/id/eprint/88946/1/MohamadMiloodAlmelian2019_EnhancingThePerformanceofCascaded.pdf
http://eprints.utm.my/id/eprint/88946/
https://dx.doi.org/10.11591/ijece.v9i5.pp3880-3890
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