Vibration based brake health monitoring using wavelet features: A machine learning approach

TM Alamelu Manghai… - Journal of vibration and …, 2019 - journals.sagepub.com
In this study, the application of wavelets has been investigated for diagnosing the faults on a
hydraulic brake system of a light motor vehicle using the vibration signals acquired from a …

Adaptive drift control of autonomous electric vehicles after brake system failures

S Zhao, J Zhang, C He, X Hou… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Brake system failure may occur because of design defects, poor maintenance, or improper
operation and is one of the causes of serious traffic accidents. For high-speed vehicles …

An investigation of brake failure related crashes and injury severity on mountainous roadways in Wyoming

MT Haq, VMK Ampadu, K Ksaibati - Journal of safety research, 2023 - Elsevier
Introduction: Although the braking system plays a key role in a safe and smooth vehicular
operation, it has not been given proper attention and hence brake failures are still …

Impact of the choice of available brake discs and brake pads at different prices on selected vehicle features

F Synák, L Jakubovičová, M Klačko - Applied Sciences, 2022 - mdpi.com
The purpose of a road vehicle's friction brakes is to convert a vehicle's kinetic energy to
thermal energy. When doing so, the brakes should not be heated to such temperatures at …

Decentralized most permissive observer architecture for brake leakage diagnosis in automotive systems

J Matute, M Khaleghi, A Karimoddini - IEEE Access, 2024 - ieeexplore.ieee.org
Brake systems represent one of the most critical components contributing to the safety of
modern automotive systems. They are commonly referenced as one of the most vehicle …

Real time condition monitoring of hydraulic brake system using naive bayes and bayes net algorithms

TMA Manghai, R Jegadeeshwaran… - IOP Conference Series …, 2019 - iopscience.iop.org
The vehicles usage is increasing day by day due to the recent, technological development in
the automotive field. In a competitive global market in order to survive, the reliability needs to …

Microstructure evaluation of the damage and wear characteristics of a failed disc brake of a provincial bus

AM Reyes, CJD Cruz, LJ Diaz, EM Olegario - Materials Today: Proceedings, 2019 - Elsevier
One of the most important part of a vehicle is the brake system. This is responsible for halting
a vehicle into a stop. This is done by converting the moving object's kinetic energy into …

Development of a Real-Time Fault Detection Model for Hydraulic Brake Systems Using Vibration Analysis and Machine Learning with Wavelet Features

G Sakthivel, D Saravanakumar… - IEEE …, 2024 - ieeexplore.ieee.org
Advancements in automotive technology have led to a steady increase in vehicle usage,
making it crucial to monitor various control systems, particularly the brake system. This study …

Advanced Collision Warning and Management Strategies for Brake Failure in Commercial Vehicles

AR Dar, F Riaz, S Razzaq, MA Shah… - … on Frontiers of …, 2024 - ieeexplore.ieee.org
The manual and automated braking system is intended to prevent rear-end collisions.
However, unforeseen malfunctions within the vehicle's system during braking could …

Experimental analysis in the test rig to detect temperature at the surface disc brake rotor using rubbing thermocouple

M Adhitya, R Siregar, DA Sumarsono… - … -European Journal of …, 2020 - papers.ssrn.com
Brake failure is one of the causes of fatal accidents because the vehicle cannot be controlled
properly. Therefore, research on improving brake safety needs to be assessed immediately …