Real-time lateral stability and steering characteristic control using non-linear model predictive control

dc.contributor.authorBotes, Wian
dc.contributor.authorBotha, Theunis R.
dc.contributor.authorEls, Pieter Schalk
dc.contributor.emailtheunis.botha@up.ac.zaen_US
dc.date.accessioned2023-05-02T13:04:21Z
dc.date.available2023-05-02T13:04:21Z
dc.date.issued2023
dc.description.abstractThis paper presents a non-linear integrated control strategy that primarily focuses maintaining vehicle lateral stability using active front steering and differential braking. The proposed control strategy utilises a non-linear model predictive controller to improve lateral stability. A stable linear reference model is used for reference generation. By including the understeer gradient in the reference model, different kinematic responses are obtained from the controlled vehicle. The prediction model utilises the road friction estimate to create dynamic stability constraints that include rollover and sliding of the vehicle. The design of the model predictive controller allows easy activation of different control actuators and dynamic modification to the control behaviour. The control methodology is validated using MATLAB/Simulink and a validated MSC ADAMS model. A sensitivity analysis is conducted to identify the susceptibility of the control strategy to various parameters and states.en_US
dc.description.departmentMechanical and Aeronautical Engineeringen_US
dc.description.librarianhj2023en_US
dc.description.librarianmi2025en
dc.description.sdgSDG-04: Quality educationen
dc.description.sdgSDG-09: Industry, innovation and infrastructureen
dc.description.sdgSDG-11: Sustainable cities and communitiesen
dc.description.urihttps://www.tandfonline.com/loi/nvsd20en_US
dc.identifier.citationWian Botes, Theunis R. Botha & P. Schalk Els (2023) Real-time lateral stability and steering characteristic control using non-linear model predictive control, Vehicle System Dynamics, 61:4, 1063-1085, DOI: 10.1080/00423114.2022.2057334.en_US
dc.identifier.issn0042-3114 (print)
dc.identifier.issn1744-5159 (online)
dc.identifier.other10.1080/00423114.2022.2057334
dc.identifier.urihttp://hdl.handle.net/2263/90543
dc.language.isoenen_US
dc.publisherTaylor and Francisen_US
dc.rights© 2022 Informa UK Limited, trading as Taylor & Francis Group. This is an electronic version of an article published in Vehicle System Dynamics, vol. 61, no. 4, pp. 1063-1085, 2023, doi: 10.1080/00423114.2022.2057334. Vehicle System Dynamics is available online at : http://www.tandfonline.comloi/nvsd20.en_US
dc.subjectNon-linear model predictive controlen_US
dc.subjectIntegrated controlen_US
dc.subjectAdvanced driver assist systemen_US
dc.subjectLateral stabilityen_US
dc.subjectSideslip angle controlen_US
dc.subject.otherEngineering, built environment and information technology articles SDG-04
dc.subject.otherSDG-04: Quality education
dc.subject.otherEngineering, built environment and information technology articles SDG-09
dc.subject.otherSDG-09: Industry, innovation and infrastructure
dc.subject.otherEngineering, built environment and information technology articles SDG-11
dc.subject.otherSDG-11: Sustainable cities and communities
dc.titleReal-time lateral stability and steering characteristic control using non-linear model predictive controlen_US
dc.typePostprint Articleen_US

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