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, Mohamad Milood, Izzeldin, I. Mohd, Abu Zaharin, Ahmad, Salem, Mohamed, Omran, Mohamed Asghaiyer, Awang, Jusoh, Sutikno, Tole
Format:	Article
Language:	English
Published:	Institute of Advanced Engineering and Science (IAES) 2019
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/26657/ http://umpir.ump.edu.my/id/eprint/26657/ http://umpir.ump.edu.my/id/eprint/26657/ http://umpir.ump.edu.my/id/eprint/26657/1/Enhancing%20the%20performance%20of%20cascaded%20three-level.pdf

id	ump-26657
recordtype	eprints
spelling	ump-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 http://doi.org/10.11591/ijece.v9i5.pp3880-3890 http://doi.org/10.11591/ijece.v9i5.pp3880-3890
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
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
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, 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
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 (IAES)
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/26657/ http://umpir.ump.edu.my/id/eprint/26657/ http://umpir.ump.edu.my/id/eprint/26657/ http://umpir.ump.edu.my/id/eprint/26657/1/Enhancing%20the%20performance%20of%20cascaded%20three-level.pdf
first_indexed	2023-09-18T22:41:38Z
last_indexed	2023-09-18T22:41:38Z
_version_	1777416953788366848

Enhancing the performance of cascaded three-level VSC STATCOM by ANN controller with SVPWM integegration

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