Optimal energy allocation strategy for electric vehicles based on the real-time model predictive control technology

H Wei, L Fan, Q Ai, W Zhao, T Huang… - … Energy Technologies and …, 2022 - Elsevier
electric braking torque and the pneumatic braking torque is achieved with the nonlinear
model control … In this study, the torque distribution in the distributed drive electric vehicles has …

Scenario model predictive control for data-based energy management in plug-in hybrid electric vehicles

S East, M Cannon - IEEE Transactions on Control Systems …, 2022 - ieeexplore.ieee.org
model predictive control (MPC) framework, where the inputs are determined at each control
update by optimizing the power allocation … tailpipe emissions and regenerative braking) with …

Model predictive control for integrated lateral stability, traction/braking control, and rollover prevention of electric vehicles

M Ataei, A Khajepour, S Jeon - Vehicle system dynamics, 2019 - Taylor & Francis
… The controller is adjusted for torque vectoring to be used for electric vehicles in this study.
To develop the reconfigurable vehicle model, first, the linearised tire forces are provided. …

A model predictive control approach with slip ratio estimation for electric motor antilock braking of battery electric vehicle

Z He, Q Shi, Y Wei, B Gao, B Zhu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… timal slip ratio, a model predictive control approach is proposed for the antilock braking
system with motor of a battery electric vehicle. A wheel dynamics model with a virtual control

Hybrid electric vehicles: A review of energy management strategies based on model predictive control

X Lü, S Li, XH He, C Xie, S He, Y Xu, J Fang… - Journal of Energy …, 2022 - Elsevier
prediction methods and solution methods in the energy management strategy based on model
predictive control of hybrid electric vehicles. … based on model predictive control in different …

Braking/steering coordination control for in-wheel motor drive electric vehicles based on nonlinear model predictive control

J Zhu, Z Wang, L Zhang, DG Dorrell - Mechanism and Machine Theory, 2019 - Elsevier
control strategy to coordinate the braking and steering performance for in-wheel motor
drive electric vehicles (… A particle swarm optimization-based nonlinear predictive control (PSO-…

Multi-level model predictive control for the energy management of hybrid electric vehicles including thermal derating

DT Machacek, K Barhoumi… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
… 2, which are tracked well by the simplified model. Motor 1 is the preferred motor for electric
propulsion and regenerative braking because power losses occurring due to the gear box …

Energy-optimal adaptive cruise control for electric vehicles based on linear and nonlinear model predictive control

Y Jia, R Jibrin, D Görges - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
… host car in the complete trip by just solving one optimization problem once. Therefore, model
predictive control (… based on optimal velocity trajectory and driving braking force distribution

Model predictive control allocation based on adaptive sliding mode control strategy for enhancing the lateral stability of four-wheel-drive electric vehicles

D Ao, PK Wong, W Huang - Proceedings of the Institution of …, 2024 - journals.sagepub.com
allocation and MPCA) for hybrid braking of electric vehicles. … torque to each wheel by a model
predictive control allocation … a DYC controller that controls the actual yaw rate and vehicle

[HTML][HTML] A quantitative analysis of model predictive control as energy management strategy for hybrid electric vehicles: A review

Q Zhou, C Du - Energy Reports, 2021 - Elsevier
… This paper innovatively applies fuzzy comprehensive evaluation (FCE) method with … model
predictive control (MPC) as energy management strategy (EMS) for hybrid electric vehicles (…