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Stability guaranteed auto-tuning algorithm of a time-delay controller using a modified Nussbaum function
Time-delay control (TDC) has been widely used to control various systems thanks to its simplicity and robustness. The control distribution matrix of TDC is assumed to be constant and tuned heuristically. However, the constant TDC control gain could degrade the system control performance and even cau...
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Published in: | International journal of control 2014-09, Vol.87 (9), p.1926-1935 |
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container_end_page | 1935 |
container_issue | 9 |
container_start_page | 1926 |
container_title | International journal of control |
container_volume | 87 |
creator | Cho, Seung-Jae Jin, Maolin Kuc, Tae-Yong Lee, Jin S. |
description | Time-delay control (TDC) has been widely used to control various systems thanks to its simplicity and robustness. The control distribution matrix of TDC is assumed to be constant and tuned heuristically. However, the constant TDC control gain could degrade the system control performance and even cause the closed-loop system to become unstable when the system parameters are substantially changing, resulting in the violation of the stability criterion of TDC. We propose an algorithm for automatic tuning of the TDC gain in order to guarantee stability by using a modified Nussbaum function. Thus, the closed-loop system controlled by TDC with the modified Nussbaum function is proven to be semi-globally uniformly ultimately bounded. The auto-tuned gain satisfies the stability criterion of TDC and the proposed method can widen the range of implementable dynamic systems. Simulations are conducted to verify the simplicity, robustness, and guaranteed stability by auto-tuning of the proposed method. |
doi_str_mv | 10.1080/00207179.2014.895423 |
format | article |
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The control distribution matrix of TDC is assumed to be constant and tuned heuristically. However, the constant TDC control gain could degrade the system control performance and even cause the closed-loop system to become unstable when the system parameters are substantially changing, resulting in the violation of the stability criterion of TDC. We propose an algorithm for automatic tuning of the TDC gain in order to guarantee stability by using a modified Nussbaum function. Thus, the closed-loop system controlled by TDC with the modified Nussbaum function is proven to be semi-globally uniformly ultimately bounded. The auto-tuned gain satisfies the stability criterion of TDC and the proposed method can widen the range of implementable dynamic systems. Simulations are conducted to verify the simplicity, robustness, and guaranteed stability by auto-tuning of the proposed method.</description><identifier>ISSN: 0020-7179</identifier><identifier>EISSN: 1366-5820</identifier><identifier>DOI: 10.1080/00207179.2014.895423</identifier><language>eng</language><publisher>Abingdon: Taylor & Francis</publisher><subject>adaptive gain tuning ; Algorithms ; auto-tuning ; Closed loop systems ; Control systems ; Criteria ; Dynamical systems ; Dynamics ; Gain ; Nussbaum function ; Robustness ; Stability ; time-delay control (TDC) ; time-delay estimation (TDE)</subject><ispartof>International journal of control, 2014-09, Vol.87 (9), p.1926-1935</ispartof><rights>2014 Taylor & Francis 2014</rights><rights>2014 Taylor & Francis</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c368t-97657c1cc3a837fa5645296873e4a2443dd54725df36613a4443c362914436b33</citedby><cites>FETCH-LOGICAL-c368t-97657c1cc3a837fa5645296873e4a2443dd54725df36613a4443c362914436b33</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,777,781,27905,27906</link.rule.ids></links><search><creatorcontrib>Cho, Seung-Jae</creatorcontrib><creatorcontrib>Jin, Maolin</creatorcontrib><creatorcontrib>Kuc, Tae-Yong</creatorcontrib><creatorcontrib>Lee, Jin S.</creatorcontrib><title>Stability guaranteed auto-tuning algorithm of a time-delay controller using a modified Nussbaum function</title><title>International journal of control</title><description>Time-delay control (TDC) has been widely used to control various systems thanks to its simplicity and robustness. The control distribution matrix of TDC is assumed to be constant and tuned heuristically. However, the constant TDC control gain could degrade the system control performance and even cause the closed-loop system to become unstable when the system parameters are substantially changing, resulting in the violation of the stability criterion of TDC. We propose an algorithm for automatic tuning of the TDC gain in order to guarantee stability by using a modified Nussbaum function. Thus, the closed-loop system controlled by TDC with the modified Nussbaum function is proven to be semi-globally uniformly ultimately bounded. The auto-tuned gain satisfies the stability criterion of TDC and the proposed method can widen the range of implementable dynamic systems. Simulations are conducted to verify the simplicity, robustness, and guaranteed stability by auto-tuning of the proposed method.</description><subject>adaptive gain tuning</subject><subject>Algorithms</subject><subject>auto-tuning</subject><subject>Closed loop systems</subject><subject>Control systems</subject><subject>Criteria</subject><subject>Dynamical systems</subject><subject>Dynamics</subject><subject>Gain</subject><subject>Nussbaum function</subject><subject>Robustness</subject><subject>Stability</subject><subject>time-delay control (TDC)</subject><subject>time-delay estimation (TDE)</subject><issn>0020-7179</issn><issn>1366-5820</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNp9kDtrHDEURkVwIOvHP3AhSJNmNnprpgrB-BEwSeG4FlqNtJbRSI4ehP331mSTxkUqXcT5Pu49AFxitMVoRJ8RIkhiOW0Jwmw7TpwR-g5sMBVi4CNBJ2CzIsPKfACnpTwjhCkf8QY8PVS988HXA9w3nXWs1s5Qt5qG2qKPe6jDPmVfnxaYHNSw-sUOsw36AE2KNacQbIat_EHhkmbvfG_43krZ6bZA16KpPsVz8N7pUOzF3_cMPN5c_7y6G-5_3H67-no_GCrGOkxScGmwMVSPVDrNBeNkEqOklmnCGJ1nziThs-vHYapZ_-pJMuE-iB2lZ-DTsfclp1_NlqoWX4wNQUebWlGYc4wkmibR0Y9v0OfUcuzbdYoIKbrIlWJHyuRUSrZOvWS_6HxQGKlVv_qnX6361VF_j305xnx0KS_6d8phVlUfQsqueza-KPrfhlfFxIrY</recordid><startdate>20140902</startdate><enddate>20140902</enddate><creator>Cho, Seung-Jae</creator><creator>Jin, Maolin</creator><creator>Kuc, Tae-Yong</creator><creator>Lee, Jin S.</creator><general>Taylor & Francis</general><general>Taylor & Francis Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20140902</creationdate><title>Stability guaranteed auto-tuning algorithm of a time-delay controller using a modified Nussbaum function</title><author>Cho, Seung-Jae ; Jin, Maolin ; Kuc, Tae-Yong ; Lee, Jin S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c368t-97657c1cc3a837fa5645296873e4a2443dd54725df36613a4443c362914436b33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>adaptive gain tuning</topic><topic>Algorithms</topic><topic>auto-tuning</topic><topic>Closed loop systems</topic><topic>Control systems</topic><topic>Criteria</topic><topic>Dynamical systems</topic><topic>Dynamics</topic><topic>Gain</topic><topic>Nussbaum function</topic><topic>Robustness</topic><topic>Stability</topic><topic>time-delay control (TDC)</topic><topic>time-delay estimation (TDE)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cho, Seung-Jae</creatorcontrib><creatorcontrib>Jin, Maolin</creatorcontrib><creatorcontrib>Kuc, Tae-Yong</creatorcontrib><creatorcontrib>Lee, Jin S.</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>International journal of control</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cho, Seung-Jae</au><au>Jin, Maolin</au><au>Kuc, Tae-Yong</au><au>Lee, Jin S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Stability guaranteed auto-tuning algorithm of a time-delay controller using a modified Nussbaum function</atitle><jtitle>International journal of control</jtitle><date>2014-09-02</date><risdate>2014</risdate><volume>87</volume><issue>9</issue><spage>1926</spage><epage>1935</epage><pages>1926-1935</pages><issn>0020-7179</issn><eissn>1366-5820</eissn><abstract>Time-delay control (TDC) has been widely used to control various systems thanks to its simplicity and robustness. The control distribution matrix of TDC is assumed to be constant and tuned heuristically. However, the constant TDC control gain could degrade the system control performance and even cause the closed-loop system to become unstable when the system parameters are substantially changing, resulting in the violation of the stability criterion of TDC. We propose an algorithm for automatic tuning of the TDC gain in order to guarantee stability by using a modified Nussbaum function. Thus, the closed-loop system controlled by TDC with the modified Nussbaum function is proven to be semi-globally uniformly ultimately bounded. The auto-tuned gain satisfies the stability criterion of TDC and the proposed method can widen the range of implementable dynamic systems. Simulations are conducted to verify the simplicity, robustness, and guaranteed stability by auto-tuning of the proposed method.</abstract><cop>Abingdon</cop><pub>Taylor & Francis</pub><doi>10.1080/00207179.2014.895423</doi><tpages>10</tpages></addata></record> |
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source | Taylor and Francis Science and Technology Collection |
subjects | adaptive gain tuning Algorithms auto-tuning Closed loop systems Control systems Criteria Dynamical systems Dynamics Gain Nussbaum function Robustness Stability time-delay control (TDC) time-delay estimation (TDE) |
title | Stability guaranteed auto-tuning algorithm of a time-delay controller using a modified Nussbaum function |
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