PSO tuning pi controller for multilevel inverter output voltage regulation

In recent decades, renewable energy production has been an underlying trend in the energy sector. Multilevel inverter has been used especially in renewable energy aspects in order to assess Total Harmonics Distortion (THD). Multilevel inverters have shown superior performance in terms of reducing ha...

Full description

Saved in:
Bibliographic Details
Main Authors: Nur Diyana, Rahim, Nur Huda, Ramlan, Hussein Al-Azzani, Ahmed Abdullah, Suliana, Ab Ghani
Format: Conference or Workshop Item
Language:English
Published: 2022
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/36616/1/PSO%20tuning%20pi%20controller%20for%20multilevel%20inverter%20output%20voltage%20regulation.pdf
http://umpir.ump.edu.my/id/eprint/36616/
https://ncon-pgr.ump.edu.my/index.php/en/?option=com_fileman&view=file&routed=1&name=E-BOOK%20NCON%202022%20.pdf&folder=E-BOOK%20NCON%202022&container=fileman-files
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.ump.umpir.36616
record_format eprints
spelling my.ump.umpir.366162023-01-05T09:09:26Z http://umpir.ump.edu.my/id/eprint/36616/ PSO tuning pi controller for multilevel inverter output voltage regulation Nur Diyana, Rahim Nur Huda, Ramlan Hussein Al-Azzani, Ahmed Abdullah Suliana, Ab Ghani T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering In recent decades, renewable energy production has been an underlying trend in the energy sector. Multilevel inverter has been used especially in renewable energy aspects in order to assess Total Harmonics Distortion (THD). Multilevel inverters have shown superior performance in terms of reducing harmonic disturbances, torque pulsations, and voltage stress through switching devices. Conventionally, PI controller are preferable to be applied in multilevel inverter due to its simplicity. However, it has a limitation of optimization when it comes to increase of loads under working condition. This paper focuses on developing a Particle Swarm Optimization (PSO) algorithm for optimal tuning of PI controller for Cascaded H-Bridge Multilevel Inverter (CHMI) in order to regulate a smooth output voltage of the system. PSO controller is implemented to produce an optimum regulated output voltage using MATLAB/Simulink. The system will go under three load variation conditions. The PSO-PI controller have been applied to a 7-level CHMI that uses 12 IGBTs with 20kHz switching frequency and 0.9 modulation index with 0.4 μs of sample time. As compared PSO-PI to conventional PI controller during nominal load, 20 % reduction in THD is observed. In addition, voltage drop and transient time during no load to full load shows an improvement after applying PSO-PI. During load variation was halved and varied at certain point, PSO-PI also exhibit improvement in transient time and reduction in THD is observed compared to conventional PI controller. 2022-11-15 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/36616/1/PSO%20tuning%20pi%20controller%20for%20multilevel%20inverter%20output%20voltage%20regulation.pdf Nur Diyana, Rahim and Nur Huda, Ramlan and Hussein Al-Azzani, Ahmed Abdullah and Suliana, Ab Ghani (2022) PSO tuning pi controller for multilevel inverter output voltage regulation. In: The 6th National Conference for Postgraduate Research (NCON-PGR 2022), 15 November 2022 , Virtual Conference, Universiti Malaysia Pahang, Malaysia. p. 41.. https://ncon-pgr.ump.edu.my/index.php/en/?option=com_fileman&view=file&routed=1&name=E-BOOK%20NCON%202022%20.pdf&folder=E-BOOK%20NCON%202022&container=fileman-files
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic T Technology (General)
TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle T Technology (General)
TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
Nur Diyana, Rahim
Nur Huda, Ramlan
Hussein Al-Azzani, Ahmed Abdullah
Suliana, Ab Ghani
PSO tuning pi controller for multilevel inverter output voltage regulation
description In recent decades, renewable energy production has been an underlying trend in the energy sector. Multilevel inverter has been used especially in renewable energy aspects in order to assess Total Harmonics Distortion (THD). Multilevel inverters have shown superior performance in terms of reducing harmonic disturbances, torque pulsations, and voltage stress through switching devices. Conventionally, PI controller are preferable to be applied in multilevel inverter due to its simplicity. However, it has a limitation of optimization when it comes to increase of loads under working condition. This paper focuses on developing a Particle Swarm Optimization (PSO) algorithm for optimal tuning of PI controller for Cascaded H-Bridge Multilevel Inverter (CHMI) in order to regulate a smooth output voltage of the system. PSO controller is implemented to produce an optimum regulated output voltage using MATLAB/Simulink. The system will go under three load variation conditions. The PSO-PI controller have been applied to a 7-level CHMI that uses 12 IGBTs with 20kHz switching frequency and 0.9 modulation index with 0.4 μs of sample time. As compared PSO-PI to conventional PI controller during nominal load, 20 % reduction in THD is observed. In addition, voltage drop and transient time during no load to full load shows an improvement after applying PSO-PI. During load variation was halved and varied at certain point, PSO-PI also exhibit improvement in transient time and reduction in THD is observed compared to conventional PI controller.
format Conference or Workshop Item
author Nur Diyana, Rahim
Nur Huda, Ramlan
Hussein Al-Azzani, Ahmed Abdullah
Suliana, Ab Ghani
author_facet Nur Diyana, Rahim
Nur Huda, Ramlan
Hussein Al-Azzani, Ahmed Abdullah
Suliana, Ab Ghani
author_sort Nur Diyana, Rahim
title PSO tuning pi controller for multilevel inverter output voltage regulation
title_short PSO tuning pi controller for multilevel inverter output voltage regulation
title_full PSO tuning pi controller for multilevel inverter output voltage regulation
title_fullStr PSO tuning pi controller for multilevel inverter output voltage regulation
title_full_unstemmed PSO tuning pi controller for multilevel inverter output voltage regulation
title_sort pso tuning pi controller for multilevel inverter output voltage regulation
publishDate 2022
url http://umpir.ump.edu.my/id/eprint/36616/1/PSO%20tuning%20pi%20controller%20for%20multilevel%20inverter%20output%20voltage%20regulation.pdf
http://umpir.ump.edu.my/id/eprint/36616/
https://ncon-pgr.ump.edu.my/index.php/en/?option=com_fileman&view=file&routed=1&name=E-BOOK%20NCON%202022%20.pdf&folder=E-BOOK%20NCON%202022&container=fileman-files
_version_ 1754529732031938560
score 13.160551