Levenberg–Marquardt backpropagation training of multilayer neural networks for state estimation of a safety-critical cyber-physical system

C Lv, Y Xing, J Zhang, X Na, Y Li, T Liu… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
As an important safety-critical cyber-physical system (CPS), the braking system is essential
to the safe operation of the electric vehicle. Accurate estimation of the brake pressure is of …

[HTML][HTML] Anti-jerk controllers for automotive applications: A review

A Scamarcio, P Gruber, S De Pinto, A Sorniotti - Annual Reviews in Control, 2020 - Elsevier
Anti-jerk controllers, commonly implemented in production vehicles, reduce the longitudinal
acceleration oscillations transmitted to the passengers, which are caused by the torsional …

Torque optimization control for electric vehicles with four in-wheel motors equipped with regenerative braking system

W Xu, H Chen, H Zhao, B Ren - Mechatronics, 2019 - Elsevier
This paper presents a novel braking torque distribution strategy for electric vehicles with four
in-wheel motors equipped with the regenerative braking system. Safety and regeneration …

Simultaneous observation of hybrid states for cyber-physical systems: A case study of electric vehicle powertrain

C Lv, Y Liu, X Hu, H Guo, D Cao… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
As a typical cyber-physical system (CPS), electrified vehicle becomes a hot research topic
due to its high efficiency and low emissions. In order to develop advanced electric …

High-precision hydraulic pressure control based on linear pressure-drop modulation in valve critical equilibrium state

C Lv, H Wang, D Cao - IEEE Transactions on Industrial …, 2017 - ieeexplore.ieee.org
High precision and fast response are of great significance for hydraulic pressure control in
automotive braking systems. In this paper, a novel sliding mode control based high …

Novel PMSM control for anti-lock braking considering transmission properties of the electric vehicle

Z Zhang, R Ma, L Wang, J Zhang - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The driving motor of the electric vehicle (EV) can recover the kinetic energy during normal
braking maneuvers by a regenerative function. At the same time, its dynamic torque …

Collaborative control of a dual electro-hydraulic regenerative brake system for a rear-wheel-drive electric vehicle

J Nadeau, P Micheau… - Proceedings of the …, 2019 - journals.sagepub.com
Within the field of electric vehicles, the cooperative control of a dual electro-hydraulic
regenerative brake system using the foot brake pedal as the sole input of driver brake …

Fuzzy-reasoning-based robust vibration controller for drivetrain mechanism with various control input updating timings

H Yonezawa, A Yonezawa, T Hatano… - … and Machine Theory, 2022 - Elsevier
For active vibration control of powertrain oscillations, the purpose of this research is to
present a simple fuzzy-reasoning-based compensation strategy for a time-varying control …

A disturbance-observer-based feedforward-feedback control strategy for driveline launch oscillation of hybrid electric vehicles considering nonlinear backlash

Z Zhou, R Guo - IEEE Transactions on Vehicular Technology, 2022 - ieeexplore.ieee.org
Sudden torque change caused by the TM (traction motor) of HEV (hybrid electric vehicle)
can lead to severe driveline oscillation, furthermore the backlash between engaging …

Coordinated control strategy of electro-hydraulic braking for energy regeneration

X Pei, H Pan, Z Chen, X Guo, B Yang - Control Engineering Practice, 2020 - Elsevier
This paper presents a coordinated control strategy of electro-hydraulic braking for distributed
electric vehicles. To meet braking regulations requirements in conjunction with the …