Driving style classification using a semisupervised support vector machine

W Wang, J Xi, A Chong, L Li - IEEE Transactions on Human …, 2017 - ieeexplore.ieee.org
Supervised learning approaches are widely used for driving style classification; however,
they often require a large amount of labeled training data, which is usually scarce in a real …

Coordinated longitudinal and lateral motion control for four wheel independent motor-drive electric vehicle

H Zhou, F Jia, H Jing, Z Liu… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
For four wheel independent motor-drive electric vehicle, the vehicle longitudinal and lateral
motion can be controlled by distributing the driving and regenerative braking torques of four …

An adaptive hierarchical trajectory following control approach of autonomous four-wheel independent drive electric vehicles

J Guo, Y Luo, K Li - IEEE Transactions on Intelligent …, 2017 - ieeexplore.ieee.org
This paper deals with the trajectory following control problem of a class of autonomous
vehicles with parametric uncertainties, external disturbances, and over-actuated features. A …

Fault-tolerant control of electric vehicles with in-wheel motors using actuator-grouping sliding mode controllers

B Li, H Du, W Li - Mechanical Systems and Signal Processing, 2016 - Elsevier
Although electric vehicles with in-wheel motors have been regarded as one of the promising
vehicle architectures in recent years, the probability of in-wheel motor fault is still a crucial …

[HTML][HTML] H∞ loop shaping for the torque-vectoring control of electric vehicles: Theoretical design and experimental assessment

Q Lu, A Sorniotti, P Gruber, J Theunissen, J De Smet - Mechatronics, 2016 - Elsevier
This paper presents an H∞ torque-vectoring control formulation for a fully electric vehicle
with four individually controlled electric motor drives. The design of the controller based on …

Torque distribution strategies for energy-efficient electric vehicles with multiple drivetrains

B Lenzo, G De Filippis… - Journal of …, 2017 - asmedigitalcollection.asme.org
The paper discusses novel computationally efficient torque distribution strategies for electric
vehicles with individually controlled drivetrains, aimed at minimizing the overall power …

Multi-objective optimal control allocation for an over-actuated electric vehicle

H Jing, F Jia, Z Liu - IEEE Access, 2018 - ieeexplore.ieee.org
The in-wheel-motor-driven electric vehicle is a typical over-actuated system. The actuation
flexibility can be utilized to improve operational efficiency and enhance vehicle motion …

IEEE VTS motor vehicles challenge 2023: A multi-physical benchmark problem for next generation energy management algorithms

J Brembeck, R De Castro, J Tobolář… - 2022 IEEE Vehicle …, 2022 - ieeexplore.ieee.org
This article presents a benchmark problem that researchers can use to evaluate the
performance of energy management algorithms for multi-energy source and multimotor …

h-TPMS: a hybrid tire pressure monitoring system for road vehicles

S Formentin, L Onesto, T Colombo, A Pozzato… - Mechatronics, 2021 - Elsevier
Since under-inflated wheels may lead to unsafe driving conditions, in many countries all the
new cars must be equipped with tire pressure monitoring systems (TPMS). Such devices can …

Adaptive non‐linear trajectory tracking control for lane change of autonomous four‐wheel independently drive electric vehicles

J Guo, Y Luo, K Li - IET Intelligent Transport Systems, 2018 - Wiley Online Library
Since autonomous four‐wheel independently drive electric vehicles have the characteristics
of parameter uncertainties, non‐linearities and redundant actuators, trajectory tracking …