Hybrid Sliding-Mode-Based Wheel Slip Control for Brake-by-Wire Vehicles with In-Wheel Motors

Sliding-mode control (SMC) is valued in automotive applications for its robustness and its low computational cost, although chattering remains a practical obstacle. Higher-order and adaptive formulations reduce chattering, but each carries limitations that may restrict their use in wheel slip control. This paper presents a hybrid low-level controller that combines a first-order sliding-mode (FOSM) term with a proportional–integral (PI) term acting on the same slip error. The two branches are weighted by a hyperbolic tangent function, so that the FOSM term governs the response towards the reference slip and the PI term governs it within a narrow band around the reference. Because the weighting is continuous, the transfer between branches introduces no step change in the torque demand. The controller is embedded in a three-level brake-by-wire architecture with series brake blending between in-wheel motors and friction brakes. The study uses an experimentally validated 14-DOF vehicle model and proposes a benchmarking procedure for comparison against a velocity-scheduled PI baseline. The results suggest improved slip tracking of the braking manoeuvre.

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Publication Details

Journal
Machines
Published
2026-10-16
DOI
https://doi.org/10.3390/machines14101204
Primary Topic
Vehicle Dynamics and Control Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Hybrid Sliding-Mode-Based Wheel Slip Control for Brake-by-Wire Vehicles with In-Wheel Motors

Viktor Skrickij, Paulius Kojis, Valentin G. Ivanov, Tomas Grikenis
Machines
Vehicle Dynamics and Control Systems
article

Hybrid Sliding-Mode-Based Wheel Slip Control for Brake-by-Wire Vehicles with In-Wheel Motors

Viktor Skrickij, Paulius Kojis, Valentin G. Ivanov, Tomas Grikenis
article en

Abstract

Sliding-mode control (SMC) is valued in automotive applications for its robustness and its low computational cost, although chattering remains a practical obstacle. Higher-order and adaptive formulations reduce chattering, but each carries limitations that may restrict their use in wheel slip control. This paper presents a hybrid low-level controller that combines a first-order sliding-mode (FOSM) term with a proportional–integral (PI) term acting on the same slip error. The two branches are weighted by a hyperbolic tangent function, so that the FOSM term governs the response towards the reference slip and the PI term governs it within a narrow band around the reference. Because the weighting is continuous, the transfer between branches introduces no step change in the torque demand. The controller is embedded in a three-level brake-by-wire architecture with series brake blending between in-wheel motors and friction brakes. The study uses an experimentally validated 14-DOF vehicle model and proposes a benchmarking procedure for comparison against a velocity-scheduled PI baseline. The results suggest improved slip tracking of the braking manoeuvre.

MachinesVol. 14(10)
Technische Universität Ilmenau (DE), Vilnius Gediminas Technical University (LT)
Openalex Percentile: Top 22%
Vehicle Dynamics and Control Systems
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