Comparative Study of Tire Models Applied to Electronic Stability Control in Automotive Simulator

Automotive tires are crucial in vehicle dynamics, generating essential forces between the pavement and the vehicle. Active safety systems like Electronic Stability Control (ESC) rely on accurate tire force models. This paper presents a comparative analysis of the Pacejka Magic Formula (reference model), the brush model, and a proposed gain-saturation model using a single-track (bicycle) model with three degrees of freedom to evaluate lateral dynamics. Simulations conducted with a 14 Degree-of-Freedom (DOF) vehicle in VI-CarRealTime (VI-CRT) and analyzed in MATLAB revealed a significant correlation between simpler models and the benchmark reference for most relevant lateral vehicle dynamic variables, highlighting their capabilities and limitations through transient and stationary maneuvers. Simulation scenarios of the closed-loop ESC control system with the proposed tire models were carried out in real-time automotive software to compare performance with ESC homologation maneuver.

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Publication Details

Journal
IEEE Latin America Transactions
Published
2024-10-01
DOI
https://doi.org/10.1109/tla.2024.10706024
Citations
2
Primary Topic
Vehicle Dynamics and Control Systems
Type
article
Field-Weighted Citation Impact
0.41
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article

Comparative Study of Tire Models Applied to Electronic Stability Control in Automotive Simulator

Lucas Alves Torres, Renan Ozelo, André Murilo, Walter Paschoal et al.
2 citations
IEEE Latin America Transactions
Vehicle Dynamics and Control Systems
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article

Comparative Study of Tire Models Applied to Electronic Stability Control in Automotive Simulator

Lucas Alves Torres, Renan Ozelo, André Murilo, Walter Paschoal, Igor Sales Bezerra Souza
article en
2 citations

Abstract

Automotive tires are crucial in vehicle dynamics, generating essential forces between the pavement and the vehicle. Active safety systems like Electronic Stability Control (ESC) rely on accurate tire force models. This paper presents a comparative analysis of the Pacejka Magic Formula (reference model), the brush model, and a proposed gain-saturation model using a single-track (bicycle) model with three degrees of freedom to evaluate lateral dynamics. Simulations conducted with a 14 Degree-of-Freedom (DOF) vehicle in VI-CarRealTime (VI-CRT) and analyzed in MATLAB revealed a significant correlation between simpler models and the benchmark reference for most relevant lateral vehicle dynamic variables, highlighting their capabilities and limitations through transient and stationary maneuvers. Simulation scenarios of the closed-loop ESC control system with the proposed tire models were carried out in real-time automotive software to compare performance with ESC homologation maneuver.

IEEE Latin America TransactionsVol. 22(10)
Universidade Federal de Lavras (BR), Universidade de Brasília (BR), Pirelli (Italy) (IT)
Affordable and clean energy
Openalex Percentile: Top 40%
Vehicle Dynamics and Control Systems
0.41
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