Model-free intelligent control for antilock braking systems on rough roads

R Abreu, TR Botha, HA Hamersma - … of vehicle dynamics, stability, and NVH, 2023 - sae.org
Advances made in advanced driver assistance systems such as antilock braking systems
(ABS) have significantly improved the safety of road vehicles. ABS enhances the braking …

Higher‐order sliding mode observer for estimation of tyre friction in ground vehicles

JJ Rath, KC Veluvolu, M Defoort… - IET Control Theory & …, 2014 - Wiley Online Library
The estimation of friction coefficient for a vehicle when it traverses on different surfaces has
been an important issue. In this work, the longitudinal vehicle dynamics, the torsional tyre …

Improving the braking performance of a vehicle with ABS and a semi-active suspension system on a rough road

HA Hamersma, PS Els - Journal of Terramechanics, 2014 - Elsevier
Rapid advances have been made in the field of vehicle dynamics in terms of improving the
ride, handling and safety using actuators and control systems. Optimising a vehicle's ride …

Sensitivity analysis of tyre characteristic parameters on ABS performance

V Krishna Teja Mantripragada… - Vehicle System …, 2022 - Taylor & Francis
This study aims to provide quantitative insight into the sensitivity of tyre parameters on the
performance of the anti-lock braking system (ABS) control algorithms. Unlike conventional …

Deep reinforcement learning-based antilock braking algorithm

VKT Mantripragada, RK Kumar - Vehicle system dynamics, 2023 - Taylor & Francis
Tires play an important role in the performance of vehicular safety systems. Antilock braking
system is one of the most important active safety systems that interacts with the tires. Unlike …

ABS braking on rough terrain

NA van der Merwe, PS Els, V Žuraulis - Journal of Terramechanics, 2018 - Elsevier
The performance of Anti-lock Brake Systems (ABS) for vehicles deteriorate on rough
terrains, due to fluctuations in the angular wheel speeds and in the vertical loading …

Tire–road friction coefficient estimation based on the resonance frequency of in-wheel motor drive system

L Chen, M Bian, Y Luo, Z Qin, K Li - Vehicle System Dynamics, 2016 - Taylor & Francis
In this paper, a resonance frequency-based tire–road friction coefficient (TRFC) estimation
method is proposed by considering the dynamics performance of the in-wheel motor drive …

Influence of tire dynamics on slip ratio estimation of independent driving wheel system

J Li, Z Song, Y Wei, M Ouyang - Chinese Journal of Mechanical …, 2014 - Springer
The independent driving wheel system, which is composed of in-wheel permanent magnet
synchronous motor (I-PMSM) and tire, is more convenient to estimate the slip ratio because …

Fuzzy logic torque control system in four-wheel-drive electric vehicles for active damping vibration control

Z Song, J Li, Z Shuai, L Xu… - International Journal of …, 2015 - inderscienceonline.com
In contrast with the conventional vehicle, the four-wheel-drive (4WD) electric vehicle (EV)
has significantly different stiffness and damping coefficients in its driveline because the …

Experimental investigation of the influence of tire design parameters on anti-lock braking system (abs) performance

S Sivaramakrishnan, KB Singh, P Lee - SAE International Journal of …, 2015 - sae.org
Anti-lock Braking System (ABS) is a critical safety component and its performance is crucial
for every vehicle manufacturer. The tire plays an important role during an ABS braking …