Experimental evaluation of a fuzzy logic controller on a quarter car test rig
This paper considers the experimental investigation of a multiple-input single-output fuzzy logic controller on an active suspension system based on a quarter car test rig. Prior to implementation of the controller, the quarter car test rig is described in detail. Afterward, the structure and design...
Gespeichert in:
Veröffentlicht in: | Journal of the Brazilian Society of Mechanical Sciences and Engineering 2017-07, Vol.39 (7), p.2433-2445 |
---|---|
Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 2445 |
---|---|
container_issue | 7 |
container_start_page | 2433 |
container_title | Journal of the Brazilian Society of Mechanical Sciences and Engineering |
container_volume | 39 |
creator | Taskin, Yener Hacioglu, Yuksel Yagiz, Nurkan |
description | This paper considers the experimental investigation of a multiple-input single-output fuzzy logic controller on an active suspension system based on a quarter car test rig. Prior to implementation of the controller, the quarter car test rig is described in detail. Afterward, the structure and design of the implemented fuzzy logic controller is presented. In this study, fuzzy logic control is preferred, since it does not require the exact mathematical model of the system and allows using expert knowledge about vehicle suspensions. Experimental results are presented and discussed via extensive time and frequency responses. Classical fuzzy logic controller is also utilized for comparison. Time responses of sprung mass displacements and accelerations, suspension deflections and actuator forces are compared for passive system and active controllers. Finally, the frequency responses of sprung mass displacements and accelerations are also compared. From the results it is deduced that the multiple-input single-output fuzzy logic controller performed well when compared with passive and classical fuzzy logic controlled systems. |
doi_str_mv | 10.1007/s40430-016-0637-0 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_1908893998</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1908893998</sourcerecordid><originalsourceid>FETCH-LOGICAL-c359t-daeffdc38add5ebb99b036902166b0ecd022b1a4fad266495d6be308078c2b43</originalsourceid><addsrcrecordid>eNp1UD1PwzAQtRBIlMIPYLPEbDjbiWOPqCoUqYilu2U7TpUqxK2dINpfj6swsDDdne593D2E7ik8UoDqKRVQcCBABQHBKwIXaEYlCMKFope5F5UkpazkNbpJaQfAWSnKGXpffu99bD99P5gO-y_TjWZoQ49Dgw1uxtPpiLuwbR12oR9i6DofcV4bfBhNHPLgTMSDTwOO7fYWXTWmS_7ut87R5mW5WazI-uP1bfG8Jo6XaiC18U1TOy5NXZfeWqUs5DuBUSEseFcDY5aaojE1E6JQZS2s5yChko7Zgs_RwyS7j-EwZm-9C2Pss6OmCqRUXCmZUXRCuRhSir7R-_yoiUdNQZ9D01NoOoemz6FpyBw2cVLG9lsf_yj_S_oBx-hv0g</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1908893998</pqid></control><display><type>article</type><title>Experimental evaluation of a fuzzy logic controller on a quarter car test rig</title><source>SpringerLink Journals - AutoHoldings</source><creator>Taskin, Yener ; Hacioglu, Yuksel ; Yagiz, Nurkan</creator><creatorcontrib>Taskin, Yener ; Hacioglu, Yuksel ; Yagiz, Nurkan</creatorcontrib><description>This paper considers the experimental investigation of a multiple-input single-output fuzzy logic controller on an active suspension system based on a quarter car test rig. Prior to implementation of the controller, the quarter car test rig is described in detail. Afterward, the structure and design of the implemented fuzzy logic controller is presented. In this study, fuzzy logic control is preferred, since it does not require the exact mathematical model of the system and allows using expert knowledge about vehicle suspensions. Experimental results are presented and discussed via extensive time and frequency responses. Classical fuzzy logic controller is also utilized for comparison. Time responses of sprung mass displacements and accelerations, suspension deflections and actuator forces are compared for passive system and active controllers. Finally, the frequency responses of sprung mass displacements and accelerations are also compared. From the results it is deduced that the multiple-input single-output fuzzy logic controller performed well when compared with passive and classical fuzzy logic controlled systems.</description><identifier>ISSN: 1678-5878</identifier><identifier>EISSN: 1806-3691</identifier><identifier>DOI: 10.1007/s40430-016-0637-0</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Beamforming ; Control systems ; Controllers ; Design analysis ; Design engineering ; Displacement ; Engineering ; Fuzzy control ; Fuzzy logic ; Fuzzy systems ; Mathematical analysis ; Mathematical models ; Mechanical Engineering ; MISO (control systems) ; Suspension systems ; Technical Paper</subject><ispartof>Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2017-07, Vol.39 (7), p.2433-2445</ispartof><rights>The Brazilian Society of Mechanical Sciences and Engineering 2016</rights><rights>Copyright Springer Science & Business Media 2017</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c359t-daeffdc38add5ebb99b036902166b0ecd022b1a4fad266495d6be308078c2b43</citedby><cites>FETCH-LOGICAL-c359t-daeffdc38add5ebb99b036902166b0ecd022b1a4fad266495d6be308078c2b43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s40430-016-0637-0$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s40430-016-0637-0$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids></links><search><creatorcontrib>Taskin, Yener</creatorcontrib><creatorcontrib>Hacioglu, Yuksel</creatorcontrib><creatorcontrib>Yagiz, Nurkan</creatorcontrib><title>Experimental evaluation of a fuzzy logic controller on a quarter car test rig</title><title>Journal of the Brazilian Society of Mechanical Sciences and Engineering</title><addtitle>J Braz. Soc. Mech. Sci. Eng</addtitle><description>This paper considers the experimental investigation of a multiple-input single-output fuzzy logic controller on an active suspension system based on a quarter car test rig. Prior to implementation of the controller, the quarter car test rig is described in detail. Afterward, the structure and design of the implemented fuzzy logic controller is presented. In this study, fuzzy logic control is preferred, since it does not require the exact mathematical model of the system and allows using expert knowledge about vehicle suspensions. Experimental results are presented and discussed via extensive time and frequency responses. Classical fuzzy logic controller is also utilized for comparison. Time responses of sprung mass displacements and accelerations, suspension deflections and actuator forces are compared for passive system and active controllers. Finally, the frequency responses of sprung mass displacements and accelerations are also compared. From the results it is deduced that the multiple-input single-output fuzzy logic controller performed well when compared with passive and classical fuzzy logic controlled systems.</description><subject>Beamforming</subject><subject>Control systems</subject><subject>Controllers</subject><subject>Design analysis</subject><subject>Design engineering</subject><subject>Displacement</subject><subject>Engineering</subject><subject>Fuzzy control</subject><subject>Fuzzy logic</subject><subject>Fuzzy systems</subject><subject>Mathematical analysis</subject><subject>Mathematical models</subject><subject>Mechanical Engineering</subject><subject>MISO (control systems)</subject><subject>Suspension systems</subject><subject>Technical Paper</subject><issn>1678-5878</issn><issn>1806-3691</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNp1UD1PwzAQtRBIlMIPYLPEbDjbiWOPqCoUqYilu2U7TpUqxK2dINpfj6swsDDdne593D2E7ik8UoDqKRVQcCBABQHBKwIXaEYlCMKFope5F5UkpazkNbpJaQfAWSnKGXpffu99bD99P5gO-y_TjWZoQ49Dgw1uxtPpiLuwbR12oR9i6DofcV4bfBhNHPLgTMSDTwOO7fYWXTWmS_7ut87R5mW5WazI-uP1bfG8Jo6XaiC18U1TOy5NXZfeWqUs5DuBUSEseFcDY5aaojE1E6JQZS2s5yChko7Zgs_RwyS7j-EwZm-9C2Pss6OmCqRUXCmZUXRCuRhSir7R-_yoiUdNQZ9D01NoOoemz6FpyBw2cVLG9lsf_yj_S_oBx-hv0g</recordid><startdate>20170701</startdate><enddate>20170701</enddate><creator>Taskin, Yener</creator><creator>Hacioglu, Yuksel</creator><creator>Yagiz, Nurkan</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20170701</creationdate><title>Experimental evaluation of a fuzzy logic controller on a quarter car test rig</title><author>Taskin, Yener ; Hacioglu, Yuksel ; Yagiz, Nurkan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c359t-daeffdc38add5ebb99b036902166b0ecd022b1a4fad266495d6be308078c2b43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Beamforming</topic><topic>Control systems</topic><topic>Controllers</topic><topic>Design analysis</topic><topic>Design engineering</topic><topic>Displacement</topic><topic>Engineering</topic><topic>Fuzzy control</topic><topic>Fuzzy logic</topic><topic>Fuzzy systems</topic><topic>Mathematical analysis</topic><topic>Mathematical models</topic><topic>Mechanical Engineering</topic><topic>MISO (control systems)</topic><topic>Suspension systems</topic><topic>Technical Paper</topic><toplevel>online_resources</toplevel><creatorcontrib>Taskin, Yener</creatorcontrib><creatorcontrib>Hacioglu, Yuksel</creatorcontrib><creatorcontrib>Yagiz, Nurkan</creatorcontrib><collection>CrossRef</collection><jtitle>Journal of the Brazilian Society of Mechanical Sciences and Engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Taskin, Yener</au><au>Hacioglu, Yuksel</au><au>Yagiz, Nurkan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Experimental evaluation of a fuzzy logic controller on a quarter car test rig</atitle><jtitle>Journal of the Brazilian Society of Mechanical Sciences and Engineering</jtitle><stitle>J Braz. Soc. Mech. Sci. Eng</stitle><date>2017-07-01</date><risdate>2017</risdate><volume>39</volume><issue>7</issue><spage>2433</spage><epage>2445</epage><pages>2433-2445</pages><issn>1678-5878</issn><eissn>1806-3691</eissn><abstract>This paper considers the experimental investigation of a multiple-input single-output fuzzy logic controller on an active suspension system based on a quarter car test rig. Prior to implementation of the controller, the quarter car test rig is described in detail. Afterward, the structure and design of the implemented fuzzy logic controller is presented. In this study, fuzzy logic control is preferred, since it does not require the exact mathematical model of the system and allows using expert knowledge about vehicle suspensions. Experimental results are presented and discussed via extensive time and frequency responses. Classical fuzzy logic controller is also utilized for comparison. Time responses of sprung mass displacements and accelerations, suspension deflections and actuator forces are compared for passive system and active controllers. Finally, the frequency responses of sprung mass displacements and accelerations are also compared. From the results it is deduced that the multiple-input single-output fuzzy logic controller performed well when compared with passive and classical fuzzy logic controlled systems.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s40430-016-0637-0</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1678-5878 |
ispartof | Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2017-07, Vol.39 (7), p.2433-2445 |
issn | 1678-5878 1806-3691 |
language | eng |
recordid | cdi_proquest_journals_1908893998 |
source | SpringerLink Journals - AutoHoldings |
subjects | Beamforming Control systems Controllers Design analysis Design engineering Displacement Engineering Fuzzy control Fuzzy logic Fuzzy systems Mathematical analysis Mathematical models Mechanical Engineering MISO (control systems) Suspension systems Technical Paper |
title | Experimental evaluation of a fuzzy logic controller on a quarter car test rig |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-05T07%3A26%3A05IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Experimental%20evaluation%20of%20a%20fuzzy%20logic%20controller%20on%20a%20quarter%20car%20test%20rig&rft.jtitle=Journal%20of%20the%20Brazilian%20Society%20of%20Mechanical%20Sciences%20and%20Engineering&rft.au=Taskin,%20Yener&rft.date=2017-07-01&rft.volume=39&rft.issue=7&rft.spage=2433&rft.epage=2445&rft.pages=2433-2445&rft.issn=1678-5878&rft.eissn=1806-3691&rft_id=info:doi/10.1007/s40430-016-0637-0&rft_dat=%3Cproquest_cross%3E1908893998%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1908893998&rft_id=info:pmid/&rfr_iscdi=true |