Speed cascade adaptive control for hybrid electric vehicle using electronic throttle control during car-following process
Achieving robust longitudinal speed control for hybrid electric vehicles (HEVs) through precise position tracking of electric throttle control system (ETCS) can improve engine fuel economy and vehicle longitudinal speed performance. Whereas, nonlinearities resulting from friction, gearbox, and retur...
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description | Achieving robust longitudinal speed control for hybrid electric vehicles (HEVs) through precise position tracking of electric throttle control system (ETCS) can improve engine fuel economy and vehicle longitudinal speed performance. Whereas, nonlinearities resulting from friction, gearbox, and return springs of ETCS, uncertain system parameters related to production deviations and device aging, disturbance from the air flow fluctuation on the throttle plate, and unknown road grade and uncertain preceding vehicle acceleration make control design challenging. Aiming at this issue, a speed cascade control scheme considering car-following scenario is investigated for a parallel ETCS controlled HEV in this paper, of which contains a primary speed adaptive controller and a secondary electronic throttle adaptive nonlinear active disturbance rejection controller with the adaptive gains extended state observer. The distinction from the existing relevant literatures is that the inherent characteristics of nonlinearity and uncertainty in the ETCS and longitudinal velocity kinematics, and the car following scenarios are explicitly taken into account in the design of the cascade control for ETCS controlled HEVs. Both simulation and rapid-control-prototype (RCP) experimental results demonstrate the effectiveness and practicality of the proposed scheme and the advantages over other existing research strategies.
•The primary adaptive speed controller can guarantee robust and safe car-following performance in spite of uncertain preceding vehicle acceleration and road grade.•The designed AESO can not only reduce the peaking values caused by constant high observer gains, but also guarantee fast convergence rate of the observed error through nonlinear function.•The designed AESO can achieve complete compensation for total disturbance and ensure the feedback control performance.•The secondary NADRC with AESO can achieve accurate and fast tracking performance of throttle angle in face of kinds of uncertainty factors. |
doi_str_mv | 10.1016/j.isatra.2020.10.058 |
format | Article |
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•The primary adaptive speed controller can guarantee robust and safe car-following performance in spite of uncertain preceding vehicle acceleration and road grade.•The designed AESO can not only reduce the peaking values caused by constant high observer gains, but also guarantee fast convergence rate of the observed error through nonlinear function.•The designed AESO can achieve complete compensation for total disturbance and ensure the feedback control performance.•The secondary NADRC with AESO can achieve accurate and fast tracking performance of throttle angle in face of kinds of uncertainty factors.</description><identifier>ISSN: 0019-0578</identifier><identifier>EISSN: 1879-2022</identifier><identifier>DOI: 10.1016/j.isatra.2020.10.058</identifier><identifier>PMID: 33138973</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>Adaptive nonlinear active disturbance rejection control ; Car-following ; Electronic throttle control ; HEV ; Speed control</subject><ispartof>ISA transactions, 2021-04, Vol.110, p.328-343</ispartof><rights>2020 ISA</rights><rights>Copyright © 2020 ISA. Published by Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c362t-b11afcbac307422bf31724f351d496bcd03e5ea358a969addaa123999396d723</citedby><cites>FETCH-LOGICAL-c362t-b11afcbac307422bf31724f351d496bcd03e5ea358a969addaa123999396d723</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.isatra.2020.10.058$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,777,781,3537,27905,27906,45976</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33138973$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Xue, Jiaqi</creatorcontrib><creatorcontrib>Jiao, Xiaohong</creatorcontrib><title>Speed cascade adaptive control for hybrid electric vehicle using electronic throttle control during car-following process</title><title>ISA transactions</title><addtitle>ISA Trans</addtitle><description>Achieving robust longitudinal speed control for hybrid electric vehicles (HEVs) through precise position tracking of electric throttle control system (ETCS) can improve engine fuel economy and vehicle longitudinal speed performance. Whereas, nonlinearities resulting from friction, gearbox, and return springs of ETCS, uncertain system parameters related to production deviations and device aging, disturbance from the air flow fluctuation on the throttle plate, and unknown road grade and uncertain preceding vehicle acceleration make control design challenging. Aiming at this issue, a speed cascade control scheme considering car-following scenario is investigated for a parallel ETCS controlled HEV in this paper, of which contains a primary speed adaptive controller and a secondary electronic throttle adaptive nonlinear active disturbance rejection controller with the adaptive gains extended state observer. The distinction from the existing relevant literatures is that the inherent characteristics of nonlinearity and uncertainty in the ETCS and longitudinal velocity kinematics, and the car following scenarios are explicitly taken into account in the design of the cascade control for ETCS controlled HEVs. Both simulation and rapid-control-prototype (RCP) experimental results demonstrate the effectiveness and practicality of the proposed scheme and the advantages over other existing research strategies.
•The primary adaptive speed controller can guarantee robust and safe car-following performance in spite of uncertain preceding vehicle acceleration and road grade.•The designed AESO can not only reduce the peaking values caused by constant high observer gains, but also guarantee fast convergence rate of the observed error through nonlinear function.•The designed AESO can achieve complete compensation for total disturbance and ensure the feedback control performance.•The secondary NADRC with AESO can achieve accurate and fast tracking performance of throttle angle in face of kinds of uncertainty factors.</description><subject>Adaptive nonlinear active disturbance rejection control</subject><subject>Car-following</subject><subject>Electronic throttle control</subject><subject>HEV</subject><subject>Speed control</subject><issn>0019-0578</issn><issn>1879-2022</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kEtPGzEUha2KqgTaf4DQLNlM8GNe3iBVCAoSEgvYW3fsO8SRMw62J1X-fT1KKDtWVz4-5x7dj5ALRpeMsuZ6vbQRUoAlp3yWlrTuvpEF61pZZomfkAWlTJa0brtTchbjmlLKa9n9IKdCMNHJVizI_mWLaAoNUYPBAgxsk91hof2YgnfF4EOx2vfBmgId6hSsLna4stphMUU7vh1lP-aPtAo-JfeZNlOYLRpCOXjn_N_5tQ1eY4w_yfcBXMRfx3lOXu_vXm8fyqfnP4-3v59KLRqeyp4xGHQPWtC24rwfBGt5NYiamUo2vTZUYI0g6g5kI8EYAMaFlFLIxrRcnJOrw9pc-z5hTGpjo0bnYEQ_RcWruuVdIynN1upg1cHHGHBQ22A3EPaKUTUzV2t1YK5m5rOamefY5bFh6jdo_oc-IGfDzcGA-cydxaCitjhqNDZkdsp4-3XDP761l20</recordid><startdate>202104</startdate><enddate>202104</enddate><creator>Xue, Jiaqi</creator><creator>Jiao, Xiaohong</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>202104</creationdate><title>Speed cascade adaptive control for hybrid electric vehicle using electronic throttle control during car-following process</title><author>Xue, Jiaqi ; Jiao, Xiaohong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c362t-b11afcbac307422bf31724f351d496bcd03e5ea358a969addaa123999396d723</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adaptive nonlinear active disturbance rejection control</topic><topic>Car-following</topic><topic>Electronic throttle control</topic><topic>HEV</topic><topic>Speed control</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Xue, Jiaqi</creatorcontrib><creatorcontrib>Jiao, Xiaohong</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>ISA transactions</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Xue, Jiaqi</au><au>Jiao, Xiaohong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Speed cascade adaptive control for hybrid electric vehicle using electronic throttle control during car-following process</atitle><jtitle>ISA transactions</jtitle><addtitle>ISA Trans</addtitle><date>2021-04</date><risdate>2021</risdate><volume>110</volume><spage>328</spage><epage>343</epage><pages>328-343</pages><issn>0019-0578</issn><eissn>1879-2022</eissn><abstract>Achieving robust longitudinal speed control for hybrid electric vehicles (HEVs) through precise position tracking of electric throttle control system (ETCS) can improve engine fuel economy and vehicle longitudinal speed performance. Whereas, nonlinearities resulting from friction, gearbox, and return springs of ETCS, uncertain system parameters related to production deviations and device aging, disturbance from the air flow fluctuation on the throttle plate, and unknown road grade and uncertain preceding vehicle acceleration make control design challenging. Aiming at this issue, a speed cascade control scheme considering car-following scenario is investigated for a parallel ETCS controlled HEV in this paper, of which contains a primary speed adaptive controller and a secondary electronic throttle adaptive nonlinear active disturbance rejection controller with the adaptive gains extended state observer. The distinction from the existing relevant literatures is that the inherent characteristics of nonlinearity and uncertainty in the ETCS and longitudinal velocity kinematics, and the car following scenarios are explicitly taken into account in the design of the cascade control for ETCS controlled HEVs. Both simulation and rapid-control-prototype (RCP) experimental results demonstrate the effectiveness and practicality of the proposed scheme and the advantages over other existing research strategies.
•The primary adaptive speed controller can guarantee robust and safe car-following performance in spite of uncertain preceding vehicle acceleration and road grade.•The designed AESO can not only reduce the peaking values caused by constant high observer gains, but also guarantee fast convergence rate of the observed error through nonlinear function.•The designed AESO can achieve complete compensation for total disturbance and ensure the feedback control performance.•The secondary NADRC with AESO can achieve accurate and fast tracking performance of throttle angle in face of kinds of uncertainty factors.</abstract><cop>United States</cop><pub>Elsevier Ltd</pub><pmid>33138973</pmid><doi>10.1016/j.isatra.2020.10.058</doi><tpages>16</tpages></addata></record> |
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source | ScienceDirect Journals (5 years ago - present) |
subjects | Adaptive nonlinear active disturbance rejection control Car-following Electronic throttle control HEV Speed control |
title | Speed cascade adaptive control for hybrid electric vehicle using electronic throttle control during car-following process |
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