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

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dc.contributor.author Botes, Wian
dc.contributor.author Botha, Theunis R.
dc.contributor.author Els, Pieter Schalk
dc.date.accessioned 2023-05-02T13:04:21Z
dc.date.available 2023-05-02T13:04:21Z
dc.date.issued 2023
dc.description.abstract This 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.department Mechanical and Aeronautical Engineering en_US
dc.description.librarian hj2023 en_US
dc.description.uri https://www.tandfonline.com/loi/nvsd20 en_US
dc.identifier.citation Wian 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.issn 0042-3114 (print)
dc.identifier.issn 1744-5159 (online)
dc.identifier.other 10.1080/00423114.2022.2057334
dc.identifier.uri http://hdl.handle.net/2263/90543
dc.language.iso en en_US
dc.publisher Taylor and Francis en_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.subject Non-linear model predictive control en_US
dc.subject Integrated control en_US
dc.subject Advanced driver assist system en_US
dc.subject Lateral stability en_US
dc.subject Sideslip angle control en_US
dc.title Real-time lateral stability and steering characteristic control using non-linear model predictive control en_US
dc.type Postprint Article en_US


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