Interacting multiple model-based adaptive control system for stable steering of distributed driver electric vehicle under various road excitations

Distributed driver electric vehicle (DDEV) works under various road excitations in practice, which may cause the changes in steering performance significantly. However, the various road excitations are not a priority for stable steering problem of DDEV, and this possibly leads to unstable steering p...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:ISA transactions 2020-08, Vol.103, p.37-51
Hauptverfasser: Shi, Ke, Cheng, Dong, Yuan, Xiaofang, Liu, Liangjiang, Wu, Lianghong
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 51
container_issue
container_start_page 37
container_title ISA transactions
container_volume 103
creator Shi, Ke
Cheng, Dong
Yuan, Xiaofang
Liu, Liangjiang
Wu, Lianghong
description Distributed driver electric vehicle (DDEV) works under various road excitations in practice, which may cause the changes in steering performance significantly. However, the various road excitations are not a priority for stable steering problem of DDEV, and this possibly leads to unstable steering performance, particularly oversteer or tail flick. To solve this problem, an interacting multiple model-based adaptive control system (IMM-ACS) is presented in this work. The proposed IMM-ACS integrates an interacting multiple model controller (IMMC) and a stable steering controller (SSC). The IMMC is designed to establish an adaptive vehicle model based on four typical road models, and to improve the adaptability of control system to various road excitations by the model interaction method. The SSC is designed to guarantee the yaw and longitudinal stability based on the adaptive vehicle model, by the active steering and torque distribution, and the SSC is realized by the model predictive controller (MPC). Besides, this work establishes a Carsim-Matlab co-simulation platform, where the simulation is designed and the results show that the proposed IMM-ACS can achieve excellent steering performance for DDEV with the adaptive capacity. •To study various road excitations, the interaction of vehicle and road is studied.•An adaptive vehicle model is established by the model interaction method.•The stable steering of DDEV is considered as a constrained optimization problem.
doi_str_mv 10.1016/j.isatra.2020.03.021
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2384210356</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0019057820301294</els_id><sourcerecordid>2384210356</sourcerecordid><originalsourceid>FETCH-LOGICAL-c362t-67d6ff3c469acbf145f16900200363bf0b7fa37f43bc84380625fb1f8334c79c3</originalsourceid><addsrcrecordid>eNp9kc9u1DAQxi1ERZeWN0DIRy4JYztxkgsSqgpUqsSFni3_GYNXSbzYzoq-Rp8Yr7Zw5GR59Ptm5puPkLcMWgZMfti3IeuSdMuBQwuiBc5ekB0bh6mpJf6S7ADY1EA_jJfkdc57AOD9NL4il4JzJqdR7sjT3VowaVvC-oMu21zCYUa6RIdzY3RGR7XThxKOSG1cS4ozzY-54EJ9TDQXbSpe_5hODaKnLuSSgtlKlbpUdYnijLbWLD3iz2Arv62ulo86hbhlmqJ2FH_bUHQJcc3X5MLrOeOb5_eKPHy-_X7ztbn_9uXu5tN9Y4XkpZGDk94L28lJW-NZ1_vqqVoEEFIYD2bwWgy-E8aOnRhB8t4b5kchOjtMVlyR9-e-hxR_bZiLWkK2OM96xbqX4mLsOAPRy4p2Z9SmmHNCrw4pLDo9KgbqlIbaq3Ma6pSGAqFqGlX27nnCZhZ0_0R_z1-Bj2cAq89jwKSyDbhadCHVmykXw_8n_AEnPKEM</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2384210356</pqid></control><display><type>article</type><title>Interacting multiple model-based adaptive control system for stable steering of distributed driver electric vehicle under various road excitations</title><source>Access via ScienceDirect (Elsevier)</source><creator>Shi, Ke ; Cheng, Dong ; Yuan, Xiaofang ; Liu, Liangjiang ; Wu, Lianghong</creator><creatorcontrib>Shi, Ke ; Cheng, Dong ; Yuan, Xiaofang ; Liu, Liangjiang ; Wu, Lianghong</creatorcontrib><description>Distributed driver electric vehicle (DDEV) works under various road excitations in practice, which may cause the changes in steering performance significantly. However, the various road excitations are not a priority for stable steering problem of DDEV, and this possibly leads to unstable steering performance, particularly oversteer or tail flick. To solve this problem, an interacting multiple model-based adaptive control system (IMM-ACS) is presented in this work. The proposed IMM-ACS integrates an interacting multiple model controller (IMMC) and a stable steering controller (SSC). The IMMC is designed to establish an adaptive vehicle model based on four typical road models, and to improve the adaptability of control system to various road excitations by the model interaction method. The SSC is designed to guarantee the yaw and longitudinal stability based on the adaptive vehicle model, by the active steering and torque distribution, and the SSC is realized by the model predictive controller (MPC). Besides, this work establishes a Carsim-Matlab co-simulation platform, where the simulation is designed and the results show that the proposed IMM-ACS can achieve excellent steering performance for DDEV with the adaptive capacity. •To study various road excitations, the interaction of vehicle and road is studied.•An adaptive vehicle model is established by the model interaction method.•The stable steering of DDEV is considered as a constrained optimization problem.</description><identifier>ISSN: 0019-0578</identifier><identifier>EISSN: 1879-2022</identifier><identifier>DOI: 10.1016/j.isatra.2020.03.021</identifier><identifier>PMID: 32216986</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>Distributed driver electric vehicle (DDEV) ; Interacting multiple model (IMM) ; Model predictive controller (MPC) ; Stable steering performance ; Various road excitations</subject><ispartof>ISA transactions, 2020-08, Vol.103, p.37-51</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-67d6ff3c469acbf145f16900200363bf0b7fa37f43bc84380625fb1f8334c79c3</citedby><cites>FETCH-LOGICAL-c362t-67d6ff3c469acbf145f16900200363bf0b7fa37f43bc84380625fb1f8334c79c3</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.2020.03.021$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32216986$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Shi, Ke</creatorcontrib><creatorcontrib>Cheng, Dong</creatorcontrib><creatorcontrib>Yuan, Xiaofang</creatorcontrib><creatorcontrib>Liu, Liangjiang</creatorcontrib><creatorcontrib>Wu, Lianghong</creatorcontrib><title>Interacting multiple model-based adaptive control system for stable steering of distributed driver electric vehicle under various road excitations</title><title>ISA transactions</title><addtitle>ISA Trans</addtitle><description>Distributed driver electric vehicle (DDEV) works under various road excitations in practice, which may cause the changes in steering performance significantly. However, the various road excitations are not a priority for stable steering problem of DDEV, and this possibly leads to unstable steering performance, particularly oversteer or tail flick. To solve this problem, an interacting multiple model-based adaptive control system (IMM-ACS) is presented in this work. The proposed IMM-ACS integrates an interacting multiple model controller (IMMC) and a stable steering controller (SSC). The IMMC is designed to establish an adaptive vehicle model based on four typical road models, and to improve the adaptability of control system to various road excitations by the model interaction method. The SSC is designed to guarantee the yaw and longitudinal stability based on the adaptive vehicle model, by the active steering and torque distribution, and the SSC is realized by the model predictive controller (MPC). Besides, this work establishes a Carsim-Matlab co-simulation platform, where the simulation is designed and the results show that the proposed IMM-ACS can achieve excellent steering performance for DDEV with the adaptive capacity. •To study various road excitations, the interaction of vehicle and road is studied.•An adaptive vehicle model is established by the model interaction method.•The stable steering of DDEV is considered as a constrained optimization problem.</description><subject>Distributed driver electric vehicle (DDEV)</subject><subject>Interacting multiple model (IMM)</subject><subject>Model predictive controller (MPC)</subject><subject>Stable steering performance</subject><subject>Various road excitations</subject><issn>0019-0578</issn><issn>1879-2022</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kc9u1DAQxi1ERZeWN0DIRy4JYztxkgsSqgpUqsSFni3_GYNXSbzYzoq-Rp8Yr7Zw5GR59Ptm5puPkLcMWgZMfti3IeuSdMuBQwuiBc5ekB0bh6mpJf6S7ADY1EA_jJfkdc57AOD9NL4il4JzJqdR7sjT3VowaVvC-oMu21zCYUa6RIdzY3RGR7XThxKOSG1cS4ozzY-54EJ9TDQXbSpe_5hODaKnLuSSgtlKlbpUdYnijLbWLD3iz2Arv62ulo86hbhlmqJ2FH_bUHQJcc3X5MLrOeOb5_eKPHy-_X7ztbn_9uXu5tN9Y4XkpZGDk94L28lJW-NZ1_vqqVoEEFIYD2bwWgy-E8aOnRhB8t4b5kchOjtMVlyR9-e-hxR_bZiLWkK2OM96xbqX4mLsOAPRy4p2Z9SmmHNCrw4pLDo9KgbqlIbaq3Ma6pSGAqFqGlX27nnCZhZ0_0R_z1-Bj2cAq89jwKSyDbhadCHVmykXw_8n_AEnPKEM</recordid><startdate>20200801</startdate><enddate>20200801</enddate><creator>Shi, Ke</creator><creator>Cheng, Dong</creator><creator>Yuan, Xiaofang</creator><creator>Liu, Liangjiang</creator><creator>Wu, Lianghong</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20200801</creationdate><title>Interacting multiple model-based adaptive control system for stable steering of distributed driver electric vehicle under various road excitations</title><author>Shi, Ke ; Cheng, Dong ; Yuan, Xiaofang ; Liu, Liangjiang ; Wu, Lianghong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c362t-67d6ff3c469acbf145f16900200363bf0b7fa37f43bc84380625fb1f8334c79c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Distributed driver electric vehicle (DDEV)</topic><topic>Interacting multiple model (IMM)</topic><topic>Model predictive controller (MPC)</topic><topic>Stable steering performance</topic><topic>Various road excitations</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shi, Ke</creatorcontrib><creatorcontrib>Cheng, Dong</creatorcontrib><creatorcontrib>Yuan, Xiaofang</creatorcontrib><creatorcontrib>Liu, Liangjiang</creatorcontrib><creatorcontrib>Wu, Lianghong</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>Shi, Ke</au><au>Cheng, Dong</au><au>Yuan, Xiaofang</au><au>Liu, Liangjiang</au><au>Wu, Lianghong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Interacting multiple model-based adaptive control system for stable steering of distributed driver electric vehicle under various road excitations</atitle><jtitle>ISA transactions</jtitle><addtitle>ISA Trans</addtitle><date>2020-08-01</date><risdate>2020</risdate><volume>103</volume><spage>37</spage><epage>51</epage><pages>37-51</pages><issn>0019-0578</issn><eissn>1879-2022</eissn><abstract>Distributed driver electric vehicle (DDEV) works under various road excitations in practice, which may cause the changes in steering performance significantly. However, the various road excitations are not a priority for stable steering problem of DDEV, and this possibly leads to unstable steering performance, particularly oversteer or tail flick. To solve this problem, an interacting multiple model-based adaptive control system (IMM-ACS) is presented in this work. The proposed IMM-ACS integrates an interacting multiple model controller (IMMC) and a stable steering controller (SSC). The IMMC is designed to establish an adaptive vehicle model based on four typical road models, and to improve the adaptability of control system to various road excitations by the model interaction method. The SSC is designed to guarantee the yaw and longitudinal stability based on the adaptive vehicle model, by the active steering and torque distribution, and the SSC is realized by the model predictive controller (MPC). Besides, this work establishes a Carsim-Matlab co-simulation platform, where the simulation is designed and the results show that the proposed IMM-ACS can achieve excellent steering performance for DDEV with the adaptive capacity. •To study various road excitations, the interaction of vehicle and road is studied.•An adaptive vehicle model is established by the model interaction method.•The stable steering of DDEV is considered as a constrained optimization problem.</abstract><cop>United States</cop><pub>Elsevier Ltd</pub><pmid>32216986</pmid><doi>10.1016/j.isatra.2020.03.021</doi><tpages>15</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0019-0578
ispartof ISA transactions, 2020-08, Vol.103, p.37-51
issn 0019-0578
1879-2022
language eng
recordid cdi_proquest_miscellaneous_2384210356
source Access via ScienceDirect (Elsevier)
subjects Distributed driver electric vehicle (DDEV)
Interacting multiple model (IMM)
Model predictive controller (MPC)
Stable steering performance
Various road excitations
title Interacting multiple model-based adaptive control system for stable steering of distributed driver electric vehicle under various road excitations
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-01T16%3A36%3A11IST&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=Interacting%20multiple%20model-based%20adaptive%20control%20system%20for%20stable%20steering%20of%20distributed%20driver%20electric%20vehicle%20under%20various%20road%20excitations&rft.jtitle=ISA%20transactions&rft.au=Shi,%20Ke&rft.date=2020-08-01&rft.volume=103&rft.spage=37&rft.epage=51&rft.pages=37-51&rft.issn=0019-0578&rft.eissn=1879-2022&rft_id=info:doi/10.1016/j.isatra.2020.03.021&rft_dat=%3Cproquest_cross%3E2384210356%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=2384210356&rft_id=info:pmid/32216986&rft_els_id=S0019057820301294&rfr_iscdi=true