Adaptive Gain Tuning Fuzzy PID Controller Design for Wheel Slip Control Using Electronic Parking Brake in Commercial Vehicle

This study introduces a fuzzy logic-based proportional-integral-derivative (PID) controller that optimizes gain tuning for an electronic parking brake (EPB) system to regulate wheel slip in commercial vehicles. The controller is engineered to operate as a supplementary braking system in scenarios in which the primary brake system fails, achieving stable deceleration by dynamically adjustment of the PD gains. This approach is designed to accommodate varying road conditions and vehicle load states to prevent wheel lock-up and preserve lateral stability. The efficacy of the controller was confirmed via simulation tests conducted under various conditions (e.g., snow and split-surface friction) and extensive vehicle experiments (e.g., snow, ice, and split-surface friction). The findings indicate that the implemented controller provides a robust performance, validating its potential as a reliable secondary braking mechanism for commercial vehicles.

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Publication Details

Journal
International Journal of Automotive Technology
Published
2026-03-23
DOI
https://doi.org/10.1007/s12239-026-00449-3
Primary Topic
Vehicle Dynamics and Control Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Adaptive Gain Tuning Fuzzy PID Controller Design for Wheel Slip Control Using Electronic Parking Brake in Commercial Vehicle

Kyoungseok Han, Solyeon Kwon, Youngok Lee, Young Seop Son
International Journal of Automotive Technology
Vehicle Dynamics and Control Systems
article

Adaptive Gain Tuning Fuzzy PID Controller Design for Wheel Slip Control Using Electronic Parking Brake in Commercial Vehicle

Kyoungseok Han, Solyeon Kwon, Youngok Lee, Young Seop Son
article en

Abstract

This study introduces a fuzzy logic-based proportional-integral-derivative (PID) controller that optimizes gain tuning for an electronic parking brake (EPB) system to regulate wheel slip in commercial vehicles. The controller is engineered to operate as a supplementary braking system in scenarios in which the primary brake system fails, achieving stable deceleration by dynamically adjustment of the PD gains. This approach is designed to accommodate varying road conditions and vehicle load states to prevent wheel lock-up and preserve lateral stability. The efficacy of the controller was confirmed via simulation tests conducted under various conditions (e.g., snow and split-surface friction) and extensive vehicle experiments (e.g., snow, ice, and split-surface friction). The findings indicate that the implemented controller provides a robust performance, validating its potential as a reliable secondary braking mechanism for commercial vehicles.

International Journal of Automotive Technology
Kyungpook National University (KR), Hanyang University (KR), Daelim University College (KR)
Affordable and clean energy
Openalex Percentile: Top 12%
Vehicle Dynamics and Control Systems
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