Hopf-bifurcation-curve-limited braking torque distribution for avoiding friction-induced vibrations in disc brake

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Authors: Zaixiang Zheng, Qingzhen Han, Jiajia Wang, Yinbin Pan, Xianyan Wang, Juncheng Wang
Cited by: 1
References: 23

Abstract

Friction-induced vibrations between the brake disc and pad represent a significant source of noise and vibrations in automotive systems. To mitigate these vibrations, this study investigates the influence of brake force on friction-induced vibrations and explores corresponding active suppression methods. Both simulation and experimental results indicate that the Hopf bifurcation curve can be used to prevent friction-induced vibrations; specifically, such vibrations can be avoided by maintaining the brake pressure below the Hopf bifurcation threshold. To optimize the trade-off between energy recovery efficiency and vibrations suppression, the energy recovery efficiency is defined as the objective function, while the Hopf bifurcation curve or the stick-slip curve is imposed as a constraint. Based on this framework, an IPSO-FC-based strategy is proposed to allocate regenerative and friction braking torques effectively. The results demonstrate that utilizing the Hopf bifurcation curve, rather than the stick-slip curve, significantly expands the feasible operational region and enhances regenerative braking efficiency. Furthermore, the extent of improvement in regenerative braking efficiency is shown to depend on the specific driving cycle.

Fields of Study & Subjects

Brake Systems and Friction Analysis Bladed Disk Vibration Dynamics Dynamics and Control of Mechanical Systems

Publication details

Journal / source
Journal of low frequency noise, vibration and active control
Publisher
SAGE Publications
Volume
45
Issue
2
Pages
1152–1167
Publication date
27 January 2026
Language
EN