Hardware-in-the-Loop Simulations and Experiments of Anti-Lock Braking System for Cornering Motorcycles

This study focuses on developing an advanced anti-lock braking system (ABS) for motorcycles, specifically targeting the challenges associated with cornering. Significant roll angles during motorcycle turns can often lead to slipping and the loss of control, increasing the risk of accidents. Existing ABSs primarily address longitudinal dynamics and fail to provide optimal braking control during cornering. To address this gap, this study utilizes BikeSim and MATLAB/Simulink for simulations and experiments to design an ABS that adapts to varying roll angles by analyzing motorcycle dynamics during cornering. A tire model is constructed using the Magic Formula to examine both longitudinal and lateral characteristics under different conditions, which helps determine the current tire slip set-point. The controller, designed with a finite-state machine combined with bang-off-bang control, uses tire slip as the control variable. It adjusts the slip set-point based on changes in roll angle and sends control signals to the hydraulic actuator to regulate braking pressure, ensuring optimal braking performance without the loss of control. Finally, hardware-in-the-loop experiments are conducted, with real-time control commands sent to the hardware platform’s actuator via BikeSim RT. These experiments validate the effectiveness of the designed controller, significantly enhancing braking stability during cornering and improving safety for motorcycle riders.

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Publication Details

Journal
Electronics
Published
2024-10-24
DOI
https://doi.org/10.3390/electronics13214171
Citations
1
Primary Topic
Real-time simulation and control systems
Type
article
Field-Weighted Citation Impact
0.33
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article

Hardware-in-the-Loop Simulations and Experiments of Anti-Lock Braking System for Cornering Motorcycles

Chih‐Keng Chen, Xiaodong Zhang, Jing‐Wei Hsu
1 citations
Electronics
Real-time simulation and control systems
0.33
article

Hardware-in-the-Loop Simulations and Experiments of Anti-Lock Braking System for Cornering Motorcycles

Chih‐Keng Chen, Xiaodong Zhang, Jing‐Wei Hsu
article en
1 citations

Abstract

This study focuses on developing an advanced anti-lock braking system (ABS) for motorcycles, specifically targeting the challenges associated with cornering. Significant roll angles during motorcycle turns can often lead to slipping and the loss of control, increasing the risk of accidents. Existing ABSs primarily address longitudinal dynamics and fail to provide optimal braking control during cornering. To address this gap, this study utilizes BikeSim and MATLAB/Simulink for simulations and experiments to design an ABS that adapts to varying roll angles by analyzing motorcycle dynamics during cornering. A tire model is constructed using the Magic Formula to examine both longitudinal and lateral characteristics under different conditions, which helps determine the current tire slip set-point. The controller, designed with a finite-state machine combined with bang-off-bang control, uses tire slip as the control variable. It adjusts the slip set-point based on changes in roll angle and sends control signals to the hydraulic actuator to regulate braking pressure, ensuring optimal braking performance without the loss of control. Finally, hardware-in-the-loop experiments are conducted, with real-time control commands sent to the hardware platform’s actuator via BikeSim RT. These experiments validate the effectiveness of the designed controller, significantly enhancing braking stability during cornering and improving safety for motorcycle riders.

ElectronicsVol. 13(21)
National Taipei University of Technology (TW), Ningde Normal University (CN)
Openalex Percentile: Top 40%
Real-time simulation and control systems
0.33
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Hardware-in-the-Loop Simulations and Experiments of Anti-Lock Braking System for Cornering Motorcycles — Chih‐Keng Chen, Xiaodong Zhang, et al. · Electronics (2024) | TGRS Research Map | TGRS