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T-S fuzzy controllers for nonlinear interconnected systems with multiple time delays
This paper investigates the effectiveness of a passive tuned mass damper (TMD) and fuzzy controller in reducing the structural responses subject to the external force. In general, TMD is good for linear systems. We proposed here an approach of Takagi-Sugeno (T-S) fuzzy controller to deal with the no...
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Published in: | IEEE transactions on circuits and systems. 1, Fundamental theory and applications Fundamental theory and applications, 2005-09, Vol.52 (9), p.1883-1893 |
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container_title | IEEE transactions on circuits and systems. 1, Fundamental theory and applications |
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creator | Hsiao, Feng-Hsiag Chen, Cheng-Wu Liang, Yew-Wen Xu, Sheng-Dong Chiang, Wei-Ling |
description | This paper investigates the effectiveness of a passive tuned mass damper (TMD) and fuzzy controller in reducing the structural responses subject to the external force. In general, TMD is good for linear systems. We proposed here an approach of Takagi-Sugeno (T-S) fuzzy controller to deal with the nonlinear system. To overcome the effect of modeling error between nonlinear multiple time-delay systems and T-S fuzzy models, a robustness design of fuzzy control via model-based approach is proposed in this paper. A stability criterion in terms of Lyapunov's direct method is derived to guarantee the stability of nonlinear multiple time-delay interconnected systems. Based on the decentralized control scheme and this criterion, a set of model-based fuzzy controllers is then synthesized via the technique of parallel distributed compensation (PDC) to stabilize the nonlinear multiple time-delay interconnected system and the H/sup /spl infin// control performance is achieved at the same time. Finally, the proposed methodology is illustrated by an example of a nonlinear TMD system. |
doi_str_mv | 10.1109/TCSI.2005.852492 |
format | article |
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In general, TMD is good for linear systems. We proposed here an approach of Takagi-Sugeno (T-S) fuzzy controller to deal with the nonlinear system. To overcome the effect of modeling error between nonlinear multiple time-delay systems and T-S fuzzy models, a robustness design of fuzzy control via model-based approach is proposed in this paper. A stability criterion in terms of Lyapunov's direct method is derived to guarantee the stability of nonlinear multiple time-delay interconnected systems. Based on the decentralized control scheme and this criterion, a set of model-based fuzzy controllers is then synthesized via the technique of parallel distributed compensation (PDC) to stabilize the nonlinear multiple time-delay interconnected system and the H/sup /spl infin// control performance is achieved at the same time. Finally, the proposed methodology is illustrated by an example of a nonlinear TMD system.</description><identifier>ISSN: 1549-8328</identifier><identifier>ISSN: 1057-7122</identifier><identifier>EISSN: 1558-0806</identifier><identifier>DOI: 10.1109/TCSI.2005.852492</identifier><identifier>CODEN: ITCSCH</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Control systems ; Damping ; Delay effects ; Force control ; Fuzzy control ; Fuzzy logic ; Fuzzy systems ; Interconnected systems ; modeling error ; multiple time delay ; Nonlinear control systems ; Shock absorbers ; Stability criteria ; Studies ; Takagi-Sugeno (T-S) fuzzy model</subject><ispartof>IEEE transactions on circuits and systems. 1, Fundamental theory and applications, 2005-09, Vol.52 (9), p.1883-1893</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2005</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c321t-d4c31ddf1754647ccca76e1117f97f8eea743e34c46752c6f21642ef36ee3c793</citedby><cites>FETCH-LOGICAL-c321t-d4c31ddf1754647ccca76e1117f97f8eea743e34c46752c6f21642ef36ee3c793</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/1506988$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,54796</link.rule.ids></links><search><creatorcontrib>Hsiao, Feng-Hsiag</creatorcontrib><creatorcontrib>Chen, Cheng-Wu</creatorcontrib><creatorcontrib>Liang, Yew-Wen</creatorcontrib><creatorcontrib>Xu, Sheng-Dong</creatorcontrib><creatorcontrib>Chiang, Wei-Ling</creatorcontrib><title>T-S fuzzy controllers for nonlinear interconnected systems with multiple time delays</title><title>IEEE transactions on circuits and systems. 1, Fundamental theory and applications</title><addtitle>TCSI</addtitle><description>This paper investigates the effectiveness of a passive tuned mass damper (TMD) and fuzzy controller in reducing the structural responses subject to the external force. In general, TMD is good for linear systems. We proposed here an approach of Takagi-Sugeno (T-S) fuzzy controller to deal with the nonlinear system. To overcome the effect of modeling error between nonlinear multiple time-delay systems and T-S fuzzy models, a robustness design of fuzzy control via model-based approach is proposed in this paper. A stability criterion in terms of Lyapunov's direct method is derived to guarantee the stability of nonlinear multiple time-delay interconnected systems. Based on the decentralized control scheme and this criterion, a set of model-based fuzzy controllers is then synthesized via the technique of parallel distributed compensation (PDC) to stabilize the nonlinear multiple time-delay interconnected system and the H/sup /spl infin// control performance is achieved at the same time. Finally, the proposed methodology is illustrated by an example of a nonlinear TMD system.</description><subject>Control systems</subject><subject>Damping</subject><subject>Delay effects</subject><subject>Force control</subject><subject>Fuzzy control</subject><subject>Fuzzy logic</subject><subject>Fuzzy systems</subject><subject>Interconnected systems</subject><subject>modeling error</subject><subject>multiple time delay</subject><subject>Nonlinear control systems</subject><subject>Shock absorbers</subject><subject>Stability criteria</subject><subject>Studies</subject><subject>Takagi-Sugeno (T-S) fuzzy model</subject><issn>1549-8328</issn><issn>1057-7122</issn><issn>1558-0806</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2005</creationdate><recordtype>article</recordtype><recordid>eNpdkE1LxDAQhosouK7eBS_Bg7eu-WqSHmXxY2HBw9ZzKOkEs6TtmqRI99fbsoLgaQbmeV-GJ8tuCV4RgsvHar3brCjGxUoVlJf0LFuQolA5Vliczzsvc8WousyuYtxjTEvMyCKrqnyH7HA8jsj0XQq99xAisn1AXd9510EdkOsShOncgUnQoDjGBG1E3y59onbwyR08oORaQA34eozX2YWtfYSb37nMPl6eq_Vbvn1_3ayftrlhlKS84YaRprFEFlxwaYyppQBCiLSltAqglpwB44YLWVAjLCWCU7BMADAjS7bMHk69h9B_DRCTbl004H3dQT9ETRUhJRZ4Au__gft-CN30m1aK8UIySScInyAT-hgDWH0Irq3DqAnWs2M9O9azY31yPEXuThEHAH94gUU59f4A-oV40g</recordid><startdate>20050901</startdate><enddate>20050901</enddate><creator>Hsiao, Feng-Hsiag</creator><creator>Chen, Cheng-Wu</creator><creator>Liang, Yew-Wen</creator><creator>Xu, Sheng-Dong</creator><creator>Chiang, Wei-Ling</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>8FD</scope><scope>L7M</scope></search><sort><creationdate>20050901</creationdate><title>T-S fuzzy controllers for nonlinear interconnected systems with multiple time delays</title><author>Hsiao, Feng-Hsiag ; Chen, Cheng-Wu ; Liang, Yew-Wen ; Xu, Sheng-Dong ; Chiang, Wei-Ling</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c321t-d4c31ddf1754647ccca76e1117f97f8eea743e34c46752c6f21642ef36ee3c793</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2005</creationdate><topic>Control systems</topic><topic>Damping</topic><topic>Delay effects</topic><topic>Force control</topic><topic>Fuzzy control</topic><topic>Fuzzy logic</topic><topic>Fuzzy systems</topic><topic>Interconnected systems</topic><topic>modeling error</topic><topic>multiple time delay</topic><topic>Nonlinear control systems</topic><topic>Shock absorbers</topic><topic>Stability criteria</topic><topic>Studies</topic><topic>Takagi-Sugeno (T-S) fuzzy model</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hsiao, Feng-Hsiag</creatorcontrib><creatorcontrib>Chen, Cheng-Wu</creatorcontrib><creatorcontrib>Liang, Yew-Wen</creatorcontrib><creatorcontrib>Xu, Sheng-Dong</creatorcontrib><creatorcontrib>Chiang, Wei-Ling</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEL</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on circuits and systems. 1, Fundamental theory and applications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hsiao, Feng-Hsiag</au><au>Chen, Cheng-Wu</au><au>Liang, Yew-Wen</au><au>Xu, Sheng-Dong</au><au>Chiang, Wei-Ling</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>T-S fuzzy controllers for nonlinear interconnected systems with multiple time delays</atitle><jtitle>IEEE transactions on circuits and systems. 1, Fundamental theory and applications</jtitle><stitle>TCSI</stitle><date>2005-09-01</date><risdate>2005</risdate><volume>52</volume><issue>9</issue><spage>1883</spage><epage>1893</epage><pages>1883-1893</pages><issn>1549-8328</issn><issn>1057-7122</issn><eissn>1558-0806</eissn><coden>ITCSCH</coden><abstract>This paper investigates the effectiveness of a passive tuned mass damper (TMD) and fuzzy controller in reducing the structural responses subject to the external force. In general, TMD is good for linear systems. We proposed here an approach of Takagi-Sugeno (T-S) fuzzy controller to deal with the nonlinear system. To overcome the effect of modeling error between nonlinear multiple time-delay systems and T-S fuzzy models, a robustness design of fuzzy control via model-based approach is proposed in this paper. A stability criterion in terms of Lyapunov's direct method is derived to guarantee the stability of nonlinear multiple time-delay interconnected systems. Based on the decentralized control scheme and this criterion, a set of model-based fuzzy controllers is then synthesized via the technique of parallel distributed compensation (PDC) to stabilize the nonlinear multiple time-delay interconnected system and the H/sup /spl infin// control performance is achieved at the same time. 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subjects | Control systems Damping Delay effects Force control Fuzzy control Fuzzy logic Fuzzy systems Interconnected systems modeling error multiple time delay Nonlinear control systems Shock absorbers Stability criteria Studies Takagi-Sugeno (T-S) fuzzy model |
title | T-S fuzzy controllers for nonlinear interconnected systems with multiple time delays |
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