Loading…

Design and implementation of energy reshaping based fuzzy logic control for optimal power extraction of PMSG wind energy converter

Given the greater penetration of wind power, the impact of wind generators on grid electricity reliability imposes additional requirements. One of the most common technologies in wind power generating schemes is the permanent magnet synchronous generator (PMSG) converter. However, the controller cal...

Full description

Saved in:
Bibliographic Details
Published in:Frontiers in energy research 2022-09, Vol.10
Main Authors: Jaiswal, Ashish, Belkhier, Youcef, Chandra, Subhash, Priyadarshi, Anurag, Bajaj, Mohit, Pushkarna, Mukesh, Elgamli, Elmazeg, Shouran, Mokhtar, Kamel, Salah
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c354t-add7fd410b2f15f96497b3ed3a666dfa8f29a66d999ae07d24569ba3e7daafa53
cites cdi_FETCH-LOGICAL-c354t-add7fd410b2f15f96497b3ed3a666dfa8f29a66d999ae07d24569ba3e7daafa53
container_end_page
container_issue
container_start_page
container_title Frontiers in energy research
container_volume 10
creator Jaiswal, Ashish
Belkhier, Youcef
Chandra, Subhash
Priyadarshi, Anurag
Bajaj, Mohit
Pushkarna, Mukesh
Elgamli, Elmazeg
Shouran, Mokhtar
Kamel, Salah
description Given the greater penetration of wind power, the impact of wind generators on grid electricity reliability imposes additional requirements. One of the most common technologies in wind power generating schemes is the permanent magnet synchronous generator (PMSG) converter. However, the controller calculation is difficult due to the nonlinear dynamical and time-varying characteristics of this type of conversion system. This study develops a unique intelligent controller approach based on the passivity notion that tracks velocity and maintains it functioning at the optimum torque. To address the robustness issues encountered by traditional generator-side converter (MSC) strategies such as proportional-integral (PI), this suggested scheme integrates a passivity-based procedure with a fuzzy logic control (FLC) methodology for a PMSG-based wind power converter. The suggested controller is distinguished by the fact that the nonlinear features are compensated in a damped manner rather than canceled. To achieve the required dynamic, the fuzzy controller is used, which ensures quick convergence and global stability of the closed loop system. The development of the maximum power collected, the lowered fixed gains, and the real-time application of the control method are the primary contributions and novelties. The primary objectives of this project are to manage DC voltage and attain adequate reactive power levels in order to provide dependable and efficient electricity to the grid. The proposed scheme is being used to regulate the MSC, while the grid-side employs a traditional proportional-integral method. The efficiency of the suggested technique is investigated numerically using MATLAB/Simulink software. Furthermore, the processor-in-the-loop (PIL) tests are carried out to demonstrate that the suggested regulator is practically implementable.
doi_str_mv 10.3389/fenrg.2022.966975
format article
fullrecord <record><control><sourceid>doaj_cross</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_bc73f0ebcc6a4035ab780ed4c766e7a5</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_bc73f0ebcc6a4035ab780ed4c766e7a5</doaj_id><sourcerecordid>oai_doaj_org_article_bc73f0ebcc6a4035ab780ed4c766e7a5</sourcerecordid><originalsourceid>FETCH-LOGICAL-c354t-add7fd410b2f15f96497b3ed3a666dfa8f29a66d999ae07d24569ba3e7daafa53</originalsourceid><addsrcrecordid>eNpNkdtKxDAQhosoKLoP4F1eYNc0aZPmUjysCysKKngXpsmkZuk2Ja2H3Uuf3O5B8Wp-BuabH74kOU_phPNCXThsYjVhlLGJEkLJ_CA5YUyJca6K18N_-TgZdd2CUppylmcpPUm-r7HzVUOgscQv2xqX2PTQ-9CQ4Ag2GKsVidi9QeubipTQoSXufb1ekTpU3hATmj6GmrgQSWh7v4SatOETI8GvPoL5RT3eP03Jpx_e7KHD4QfGHuNZcuSg7nC0n6fJy-3N89XdeP4wnV1dzseG51k_Bmuls0Ppkrk0d0pkSpYcLQchhHVQOKaGaJVSgFRaluVClcBRWgAHOT9NZjuuDbDQbRyqxpUO4PV2EWKlIfbe1KhLI7mjWBojIKM8h1IWFG1mpBAot6x0xzIxdF1E98dLqd440VsneuNE75zwH7O3hRk</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Design and implementation of energy reshaping based fuzzy logic control for optimal power extraction of PMSG wind energy converter</title><source>ROAD: Directory of Open Access Scholarly Resources</source><creator>Jaiswal, Ashish ; Belkhier, Youcef ; Chandra, Subhash ; Priyadarshi, Anurag ; Bajaj, Mohit ; Pushkarna, Mukesh ; Elgamli, Elmazeg ; Shouran, Mokhtar ; Kamel, Salah</creator><creatorcontrib>Jaiswal, Ashish ; Belkhier, Youcef ; Chandra, Subhash ; Priyadarshi, Anurag ; Bajaj, Mohit ; Pushkarna, Mukesh ; Elgamli, Elmazeg ; Shouran, Mokhtar ; Kamel, Salah</creatorcontrib><description>Given the greater penetration of wind power, the impact of wind generators on grid electricity reliability imposes additional requirements. One of the most common technologies in wind power generating schemes is the permanent magnet synchronous generator (PMSG) converter. However, the controller calculation is difficult due to the nonlinear dynamical and time-varying characteristics of this type of conversion system. This study develops a unique intelligent controller approach based on the passivity notion that tracks velocity and maintains it functioning at the optimum torque. To address the robustness issues encountered by traditional generator-side converter (MSC) strategies such as proportional-integral (PI), this suggested scheme integrates a passivity-based procedure with a fuzzy logic control (FLC) methodology for a PMSG-based wind power converter. The suggested controller is distinguished by the fact that the nonlinear features are compensated in a damped manner rather than canceled. To achieve the required dynamic, the fuzzy controller is used, which ensures quick convergence and global stability of the closed loop system. The development of the maximum power collected, the lowered fixed gains, and the real-time application of the control method are the primary contributions and novelties. The primary objectives of this project are to manage DC voltage and attain adequate reactive power levels in order to provide dependable and efficient electricity to the grid. The proposed scheme is being used to regulate the MSC, while the grid-side employs a traditional proportional-integral method. The efficiency of the suggested technique is investigated numerically using MATLAB/Simulink software. Furthermore, the processor-in-the-loop (PIL) tests are carried out to demonstrate that the suggested regulator is practically implementable.</description><identifier>ISSN: 2296-598X</identifier><identifier>EISSN: 2296-598X</identifier><identifier>DOI: 10.3389/fenrg.2022.966975</identifier><language>eng</language><publisher>Frontiers Media S.A</publisher><subject>fuzzy logic control ; nonlinear control ; power extraction ; processor-in-the loop (PIL) experiments ; renewable energy systems</subject><ispartof>Frontiers in energy research, 2022-09, Vol.10</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c354t-add7fd410b2f15f96497b3ed3a666dfa8f29a66d999ae07d24569ba3e7daafa53</citedby><cites>FETCH-LOGICAL-c354t-add7fd410b2f15f96497b3ed3a666dfa8f29a66d999ae07d24569ba3e7daafa53</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Jaiswal, Ashish</creatorcontrib><creatorcontrib>Belkhier, Youcef</creatorcontrib><creatorcontrib>Chandra, Subhash</creatorcontrib><creatorcontrib>Priyadarshi, Anurag</creatorcontrib><creatorcontrib>Bajaj, Mohit</creatorcontrib><creatorcontrib>Pushkarna, Mukesh</creatorcontrib><creatorcontrib>Elgamli, Elmazeg</creatorcontrib><creatorcontrib>Shouran, Mokhtar</creatorcontrib><creatorcontrib>Kamel, Salah</creatorcontrib><title>Design and implementation of energy reshaping based fuzzy logic control for optimal power extraction of PMSG wind energy converter</title><title>Frontiers in energy research</title><description>Given the greater penetration of wind power, the impact of wind generators on grid electricity reliability imposes additional requirements. One of the most common technologies in wind power generating schemes is the permanent magnet synchronous generator (PMSG) converter. However, the controller calculation is difficult due to the nonlinear dynamical and time-varying characteristics of this type of conversion system. This study develops a unique intelligent controller approach based on the passivity notion that tracks velocity and maintains it functioning at the optimum torque. To address the robustness issues encountered by traditional generator-side converter (MSC) strategies such as proportional-integral (PI), this suggested scheme integrates a passivity-based procedure with a fuzzy logic control (FLC) methodology for a PMSG-based wind power converter. The suggested controller is distinguished by the fact that the nonlinear features are compensated in a damped manner rather than canceled. To achieve the required dynamic, the fuzzy controller is used, which ensures quick convergence and global stability of the closed loop system. The development of the maximum power collected, the lowered fixed gains, and the real-time application of the control method are the primary contributions and novelties. The primary objectives of this project are to manage DC voltage and attain adequate reactive power levels in order to provide dependable and efficient electricity to the grid. The proposed scheme is being used to regulate the MSC, while the grid-side employs a traditional proportional-integral method. The efficiency of the suggested technique is investigated numerically using MATLAB/Simulink software. Furthermore, the processor-in-the-loop (PIL) tests are carried out to demonstrate that the suggested regulator is practically implementable.</description><subject>fuzzy logic control</subject><subject>nonlinear control</subject><subject>power extraction</subject><subject>processor-in-the loop (PIL) experiments</subject><subject>renewable energy systems</subject><issn>2296-598X</issn><issn>2296-598X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpNkdtKxDAQhosoKLoP4F1eYNc0aZPmUjysCysKKngXpsmkZuk2Ja2H3Uuf3O5B8Wp-BuabH74kOU_phPNCXThsYjVhlLGJEkLJ_CA5YUyJca6K18N_-TgZdd2CUppylmcpPUm-r7HzVUOgscQv2xqX2PTQ-9CQ4Ag2GKsVidi9QeubipTQoSXufb1ekTpU3hATmj6GmrgQSWh7v4SatOETI8GvPoL5RT3eP03Jpx_e7KHD4QfGHuNZcuSg7nC0n6fJy-3N89XdeP4wnV1dzseG51k_Bmuls0Ppkrk0d0pkSpYcLQchhHVQOKaGaJVSgFRaluVClcBRWgAHOT9NZjuuDbDQbRyqxpUO4PV2EWKlIfbe1KhLI7mjWBojIKM8h1IWFG1mpBAot6x0xzIxdF1E98dLqd440VsneuNE75zwH7O3hRk</recordid><startdate>20220928</startdate><enddate>20220928</enddate><creator>Jaiswal, Ashish</creator><creator>Belkhier, Youcef</creator><creator>Chandra, Subhash</creator><creator>Priyadarshi, Anurag</creator><creator>Bajaj, Mohit</creator><creator>Pushkarna, Mukesh</creator><creator>Elgamli, Elmazeg</creator><creator>Shouran, Mokhtar</creator><creator>Kamel, Salah</creator><general>Frontiers Media S.A</general><scope>AAYXX</scope><scope>CITATION</scope><scope>DOA</scope></search><sort><creationdate>20220928</creationdate><title>Design and implementation of energy reshaping based fuzzy logic control for optimal power extraction of PMSG wind energy converter</title><author>Jaiswal, Ashish ; Belkhier, Youcef ; Chandra, Subhash ; Priyadarshi, Anurag ; Bajaj, Mohit ; Pushkarna, Mukesh ; Elgamli, Elmazeg ; Shouran, Mokhtar ; Kamel, Salah</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c354t-add7fd410b2f15f96497b3ed3a666dfa8f29a66d999ae07d24569ba3e7daafa53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>fuzzy logic control</topic><topic>nonlinear control</topic><topic>power extraction</topic><topic>processor-in-the loop (PIL) experiments</topic><topic>renewable energy systems</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jaiswal, Ashish</creatorcontrib><creatorcontrib>Belkhier, Youcef</creatorcontrib><creatorcontrib>Chandra, Subhash</creatorcontrib><creatorcontrib>Priyadarshi, Anurag</creatorcontrib><creatorcontrib>Bajaj, Mohit</creatorcontrib><creatorcontrib>Pushkarna, Mukesh</creatorcontrib><creatorcontrib>Elgamli, Elmazeg</creatorcontrib><creatorcontrib>Shouran, Mokhtar</creatorcontrib><creatorcontrib>Kamel, Salah</creatorcontrib><collection>CrossRef</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>Frontiers in energy research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jaiswal, Ashish</au><au>Belkhier, Youcef</au><au>Chandra, Subhash</au><au>Priyadarshi, Anurag</au><au>Bajaj, Mohit</au><au>Pushkarna, Mukesh</au><au>Elgamli, Elmazeg</au><au>Shouran, Mokhtar</au><au>Kamel, Salah</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Design and implementation of energy reshaping based fuzzy logic control for optimal power extraction of PMSG wind energy converter</atitle><jtitle>Frontiers in energy research</jtitle><date>2022-09-28</date><risdate>2022</risdate><volume>10</volume><issn>2296-598X</issn><eissn>2296-598X</eissn><abstract>Given the greater penetration of wind power, the impact of wind generators on grid electricity reliability imposes additional requirements. One of the most common technologies in wind power generating schemes is the permanent magnet synchronous generator (PMSG) converter. However, the controller calculation is difficult due to the nonlinear dynamical and time-varying characteristics of this type of conversion system. This study develops a unique intelligent controller approach based on the passivity notion that tracks velocity and maintains it functioning at the optimum torque. To address the robustness issues encountered by traditional generator-side converter (MSC) strategies such as proportional-integral (PI), this suggested scheme integrates a passivity-based procedure with a fuzzy logic control (FLC) methodology for a PMSG-based wind power converter. The suggested controller is distinguished by the fact that the nonlinear features are compensated in a damped manner rather than canceled. To achieve the required dynamic, the fuzzy controller is used, which ensures quick convergence and global stability of the closed loop system. The development of the maximum power collected, the lowered fixed gains, and the real-time application of the control method are the primary contributions and novelties. The primary objectives of this project are to manage DC voltage and attain adequate reactive power levels in order to provide dependable and efficient electricity to the grid. The proposed scheme is being used to regulate the MSC, while the grid-side employs a traditional proportional-integral method. The efficiency of the suggested technique is investigated numerically using MATLAB/Simulink software. Furthermore, the processor-in-the-loop (PIL) tests are carried out to demonstrate that the suggested regulator is practically implementable.</abstract><pub>Frontiers Media S.A</pub><doi>10.3389/fenrg.2022.966975</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2296-598X
ispartof Frontiers in energy research, 2022-09, Vol.10
issn 2296-598X
2296-598X
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_bc73f0ebcc6a4035ab780ed4c766e7a5
source ROAD: Directory of Open Access Scholarly Resources
subjects fuzzy logic control
nonlinear control
power extraction
processor-in-the loop (PIL) experiments
renewable energy systems
title Design and implementation of energy reshaping based fuzzy logic control for optimal power extraction of PMSG wind energy converter
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-02T16%3A17%3A39IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-doaj_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Design%20and%20implementation%20of%20energy%20reshaping%20based%20fuzzy%20logic%20control%20for%20optimal%20power%20extraction%20of%20PMSG%20wind%20energy%20converter&rft.jtitle=Frontiers%20in%20energy%20research&rft.au=Jaiswal,%20Ashish&rft.date=2022-09-28&rft.volume=10&rft.issn=2296-598X&rft.eissn=2296-598X&rft_id=info:doi/10.3389/fenrg.2022.966975&rft_dat=%3Cdoaj_cross%3Eoai_doaj_org_article_bc73f0ebcc6a4035ab780ed4c766e7a5%3C/doaj_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c354t-add7fd410b2f15f96497b3ed3a666dfa8f29a66d999ae07d24569ba3e7daafa53%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true