Explicit nonlinear model predictive control for electric vehicle traction control

D Tavernini, M Metzler, P Gruber… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper presents a traction control (TC) system for electric vehicles with in-wheel motors,
based on explicit nonlinear model predictive control. The feedback law, available …

A real-time nonlinear model predictive control strategy for stabilization of an electric vehicle at the limits of handling

E Siampis, E Velenis, S Gariuolo… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, we propose a real-time nonlinear model predictive control (NMPC) strategy for
stabilization of a vehicle near the limit of lateral acceleration using the rear axle electric …

Rear wheel torque vectoring model predictive control with velocity regulation for electric vehicles

E Siampis, E Velenis, S Longo - Vehicle System Dynamics, 2015 - Taylor & Francis
In this paper we propose a constrained optimal control architecture for combined velocity,
yaw and sideslip regulation for stabilisation of the vehicle near the limit of lateral …

Model predictive idle speed control: Design, analysis, and experimental evaluation

S Di Cairano, D Yanakiev, A Bemporad… - … on Control Systems …, 2011 - ieeexplore.ieee.org
Idle speed control is a landmark application of feedback control in automotive vehicles that
continues to be of significant interest to automotive industry practitioners, since improved …

Real-time control algorithms for a hybrid electric race car using a two-level model predictive control scheme

M Salazar, C Balerna, P Elbert… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Since 2014, the Formula 1 power unit has consisted of an internal combustion engine
equipped with an electrified turbocharger and a powerful electric motor with regenerative …

Wheel slip control with torque blending using linear and nonlinear model predictive control

MS Basrah, E Siampis, E Velenis, D Cao… - Vehicle System …, 2017 - Taylor & Francis
Modern hybrid electric vehicles employ electric braking to recuperate energy during
deceleration. However, currently anti-lock braking system (ABS) functionality is delivered …

Tube model predictive control for an autonomous race car

A Wischnewski, M Euler, S Gümüs… - Vehicle System …, 2022 - Taylor & Francis
Nonlinear effects and external disturbances can severely impact the control of an
autonomous race car at the handling limits. State-of-the-art approaches do not take these …

A model predictive speed tracking control approach for autonomous ground vehicles

M Zhu, H Chen, G Xiong - Mechanical Systems and Signal Processing, 2017 - Elsevier
This paper presents a novel speed tracking control approach based on a model predictive
control (MPC) framework for autonomous ground vehicles. A switching algorithm without …

Nonlinear model predictive control for integrated energy-efficient torque-vectoring and anti-roll moment distribution

M Dalboni, D Tavernini, U Montanaro… - IEEE/ASME …, 2021 - ieeexplore.ieee.org
This study applies nonlinear model predictive control (NMPC) to the torque-vectoring (TV)
and front-to-total anti-roll moment distribution control of a four-wheel-drive electric vehicle …

[HTML][HTML] Hybrid modeling and predictive control of intelligent vehicle longitudinal velocity considering nonlinear tire dynamics

X Sun, H Zhang, Y Cai, S Wang, L Chen - Nonlinear Dynamics, 2019 - Springer
A hybrid model predictive control (HMPC) strategy is proposed in this paper to
autonomously regulate intelligent vehicle longitudinal velocity considering nonlinear tire …