Loading…

The Fuzzy Logic Control of a Multilevel Converter in a Variable Speed Wind Turbine

In this paper, a fuzzy logic controller has been developed to obtain a stable current output adjusting the modulation index of a multilevel converter in a variable speed wind turbine system. The variable speed wind turbine system has been modeled containing a squirrel-cage induction generator (SCIG)...

Full description

Saved in:

Bibliographic Details
Main Authors:	Bayindir, R., Colak, I., Kabalci, E., Irmak, E.
Format:	Conference Proceeding
Language:	English
Subjects:	Analog-digital conversion Control systems Fuzzy logic Fuzzy logic controller induction generator Induction generators Inverters Mathematical model Modulation multilevel converter Power system modeling Rectifiers wind turbine Wind turbines
Online Access:	Request full text
Tags:	Add Tag No Tags, Be the first to tag this record!

cited_by
cites
container_end_page	790
container_issue
container_start_page	787
container_title
container_volume
creator	Bayindir, R. Colak, I. Kabalci, E. Irmak, E.
description	In this paper, a fuzzy logic controller has been developed to obtain a stable current output adjusting the modulation index of a multilevel converter in a variable speed wind turbine system. The variable speed wind turbine system has been modeled containing a squirrel-cage induction generator (SCIG), and SPWM controlled AC-DC-AC converter which is constituted of a 6-pulse rectifier and 3-level multilevel inverter. The simulation of the power conversion system has been evaluated using Matlab/Simulink and Fuzzy Toolbox. The input parameters have been modeled with a variable voltage-variable frequency (VVVF) generating system according to various wind speeds. The input values of converter have been limited between 350-700 V and 40-60 Hz. The fuzzy logic controller tracks the input values and controls the converter in order to supply desired current output. The control process has been developed selecting the most accurate modulation index for multilevel inverter which directly affects the output power.
doi_str_mv	10.1109/ICMLA.2009.63
format	conference_proceeding
fullrecord	<record><control><sourceid>ieee_6IE</sourceid><recordid>TN_cdi_ieee_primary_5382105</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>5382105</ieee_id><sourcerecordid>5382105</sourcerecordid><originalsourceid>FETCH-LOGICAL-i175t-767a788b0d39410e36c3cb3492e0c22cf87f230c10aea700999c71b5579b46d53</originalsourceid><addsrcrecordid>eNotj11LwzAYhQMy0M1deuVN_kBrPpqkuRzF6aBD0KqXI0nfaiS2I20H26_fip6bA88DBw5Cd5SklBL9sCm25SplhOhU8is0J0pqwTWTbIbmE9aU5ll-jZZ9_0MuEZpzJW7Qa_UNeD2eTkdcdl_e4aJrh9gF3DXY4O0YBh_gAGHiB4gDROzbi_kw0RsbAL_tAWr86dsaV2O0voVbNGtM6GH53wv0vn6siuekfHnaFKsy8VSJIVFSGZXnltRcZ5QAl447yzPNgDjGXJOrhnHiKDFg1HRBO0WtEErbTNaCL9D9364HgN0--l8TjzvBc0aJ4GegY025</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>conference_proceeding</recordtype></control><display><type>conference_proceeding</type><title>The Fuzzy Logic Control of a Multilevel Converter in a Variable Speed Wind Turbine</title><source>IEEE Electronic Library (IEL) Conference Proceedings</source><creator>Bayindir, R. ; Colak, I. ; Kabalci, E. ; Irmak, E.</creator><creatorcontrib>Bayindir, R. ; Colak, I. ; Kabalci, E. ; Irmak, E.</creatorcontrib><description>In this paper, a fuzzy logic controller has been developed to obtain a stable current output adjusting the modulation index of a multilevel converter in a variable speed wind turbine system. The variable speed wind turbine system has been modeled containing a squirrel-cage induction generator (SCIG), and SPWM controlled AC-DC-AC converter which is constituted of a 6-pulse rectifier and 3-level multilevel inverter. The simulation of the power conversion system has been evaluated using Matlab/Simulink and Fuzzy Toolbox. The input parameters have been modeled with a variable voltage-variable frequency (VVVF) generating system according to various wind speeds. The input values of converter have been limited between 350-700 V and 40-60 Hz. The fuzzy logic controller tracks the input values and controls the converter in order to supply desired current output. The control process has been developed selecting the most accurate modulation index for multilevel inverter which directly affects the output power.</description><identifier>ISBN: 0769539262</identifier><identifier>ISBN: 9780769539263</identifier><identifier>DOI: 10.1109/ICMLA.2009.63</identifier><identifier>LCCN: 2009911848</identifier><language>eng</language><publisher>IEEE</publisher><subject>Analog-digital conversion ; Control systems ; Fuzzy logic ; Fuzzy logic controller ; induction generator ; Induction generators ; Inverters ; Mathematical model ; Modulation ; multilevel converter ; Power system modeling ; Rectifiers ; wind turbine ; Wind turbines</subject><ispartof>2009 International Conference on Machine Learning and Applications, 2009, p.787-790</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/5382105$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,776,780,785,786,2052,27902,54895</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/5382105$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Bayindir, R.</creatorcontrib><creatorcontrib>Colak, I.</creatorcontrib><creatorcontrib>Kabalci, E.</creatorcontrib><creatorcontrib>Irmak, E.</creatorcontrib><title>The Fuzzy Logic Control of a Multilevel Converter in a Variable Speed Wind Turbine</title><title>2009 International Conference on Machine Learning and Applications</title><addtitle>ICMLA</addtitle><description>In this paper, a fuzzy logic controller has been developed to obtain a stable current output adjusting the modulation index of a multilevel converter in a variable speed wind turbine system. The variable speed wind turbine system has been modeled containing a squirrel-cage induction generator (SCIG), and SPWM controlled AC-DC-AC converter which is constituted of a 6-pulse rectifier and 3-level multilevel inverter. The simulation of the power conversion system has been evaluated using Matlab/Simulink and Fuzzy Toolbox. The input parameters have been modeled with a variable voltage-variable frequency (VVVF) generating system according to various wind speeds. The input values of converter have been limited between 350-700 V and 40-60 Hz. The fuzzy logic controller tracks the input values and controls the converter in order to supply desired current output. The control process has been developed selecting the most accurate modulation index for multilevel inverter which directly affects the output power.</description><subject>Analog-digital conversion</subject><subject>Control systems</subject><subject>Fuzzy logic</subject><subject>Fuzzy logic controller</subject><subject>induction generator</subject><subject>Induction generators</subject><subject>Inverters</subject><subject>Mathematical model</subject><subject>Modulation</subject><subject>multilevel converter</subject><subject>Power system modeling</subject><subject>Rectifiers</subject><subject>wind turbine</subject><subject>Wind turbines</subject><isbn>0769539262</isbn><isbn>9780769539263</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2009</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNotj11LwzAYhQMy0M1deuVN_kBrPpqkuRzF6aBD0KqXI0nfaiS2I20H26_fip6bA88DBw5Cd5SklBL9sCm25SplhOhU8is0J0pqwTWTbIbmE9aU5ll-jZZ9_0MuEZpzJW7Qa_UNeD2eTkdcdl_e4aJrh9gF3DXY4O0YBh_gAGHiB4gDROzbi_kw0RsbAL_tAWr86dsaV2O0voVbNGtM6GH53wv0vn6siuekfHnaFKsy8VSJIVFSGZXnltRcZ5QAl447yzPNgDjGXJOrhnHiKDFg1HRBO0WtEErbTNaCL9D9364HgN0--l8TjzvBc0aJ4GegY025</recordid><startdate>200912</startdate><enddate>200912</enddate><creator>Bayindir, R.</creator><creator>Colak, I.</creator><creator>Kabalci, E.</creator><creator>Irmak, E.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>200912</creationdate><title>The Fuzzy Logic Control of a Multilevel Converter in a Variable Speed Wind Turbine</title><author>Bayindir, R. ; Colak, I. ; Kabalci, E. ; Irmak, E.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-767a788b0d39410e36c3cb3492e0c22cf87f230c10aea700999c71b5579b46d53</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Analog-digital conversion</topic><topic>Control systems</topic><topic>Fuzzy logic</topic><topic>Fuzzy logic controller</topic><topic>induction generator</topic><topic>Induction generators</topic><topic>Inverters</topic><topic>Mathematical model</topic><topic>Modulation</topic><topic>multilevel converter</topic><topic>Power system modeling</topic><topic>Rectifiers</topic><topic>wind turbine</topic><topic>Wind turbines</topic><toplevel>online_resources</toplevel><creatorcontrib>Bayindir, R.</creatorcontrib><creatorcontrib>Colak, I.</creatorcontrib><creatorcontrib>Kabalci, E.</creatorcontrib><creatorcontrib>Irmak, E.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Bayindir, R.</au><au>Colak, I.</au><au>Kabalci, E.</au><au>Irmak, E.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>The Fuzzy Logic Control of a Multilevel Converter in a Variable Speed Wind Turbine</atitle><btitle>2009 International Conference on Machine Learning and Applications</btitle><stitle>ICMLA</stitle><date>2009-12</date><risdate>2009</risdate><spage>787</spage><epage>790</epage><pages>787-790</pages><isbn>0769539262</isbn><isbn>9780769539263</isbn><abstract>In this paper, a fuzzy logic controller has been developed to obtain a stable current output adjusting the modulation index of a multilevel converter in a variable speed wind turbine system. The variable speed wind turbine system has been modeled containing a squirrel-cage induction generator (SCIG), and SPWM controlled AC-DC-AC converter which is constituted of a 6-pulse rectifier and 3-level multilevel inverter. The simulation of the power conversion system has been evaluated using Matlab/Simulink and Fuzzy Toolbox. The input parameters have been modeled with a variable voltage-variable frequency (VVVF) generating system according to various wind speeds. The input values of converter have been limited between 350-700 V and 40-60 Hz. The fuzzy logic controller tracks the input values and controls the converter in order to supply desired current output. The control process has been developed selecting the most accurate modulation index for multilevel inverter which directly affects the output power.</abstract><pub>IEEE</pub><doi>10.1109/ICMLA.2009.63</doi><tpages>4</tpages></addata></record>
fulltext	fulltext_linktorsrc
identifier	ISBN: 0769539262
ispartof	2009 International Conference on Machine Learning and Applications, 2009, p.787-790
issn
language	eng
recordid	cdi_ieee_primary_5382105
source	IEEE Electronic Library (IEL) Conference Proceedings
subjects	Analog-digital conversion Control systems Fuzzy logic Fuzzy logic controller induction generator Induction generators Inverters Mathematical model Modulation multilevel converter Power system modeling Rectifiers wind turbine Wind turbines
title	The Fuzzy Logic Control of a Multilevel Converter in a Variable Speed Wind Turbine
url	http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-08T09%3A10%3A05IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-ieee_6IE&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=proceeding&rft.atitle=The%20Fuzzy%20Logic%20Control%20of%20a%20Multilevel%20Converter%20in%20a%20Variable%20Speed%20Wind%20Turbine&rft.btitle=2009%20International%20Conference%20on%20Machine%20Learning%20and%20Applications&rft.au=Bayindir,%20R.&rft.date=2009-12&rft.spage=787&rft.epage=790&rft.pages=787-790&rft.isbn=0769539262&rft.isbn_list=9780769539263&rft_id=info:doi/10.1109/ICMLA.2009.63&rft_dat=%3Cieee_6IE%3E5382105%3C/ieee_6IE%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-i175t-767a788b0d39410e36c3cb3492e0c22cf87f230c10aea700999c71b5579b46d53%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=5382105&rfr_iscdi=true