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

ABSTRACT This study presents an integrated multi-objective controller for electric vehicles ( EVs) to achieve four main control objectives concurrently, i.e. slip control in traction and braking, lateral stability control, handling improvement, and rollover prevention. The model-based integrated controller provides a centralised structure to improve the overall stability of the vehicle. The proposed controller considers the interactions of different stability objectives and delivers an optimal solution by including all objectives, simultaneously. The main stability issues in vehicle dynamics including slip control in traction and braking, lateral stability, handling improvement, and rollover prevention are integrated and incorporated in this controller. The stability objectives are realised through proper distribution of torques on four independent wheels of EVs. The unified integrated controller is developed using the Model Predictive Control (MPC) approach. Barrier functions are employed to confine the state variables for slip control, lateral stability, and rollover prevention within the handling limits and safe regions of manoeuverability. Simulation results show that the proposed integrated controller can be effectively used for control of different stability and safety issues of EVs in different situations.

[1]  Alberto Bemporad,et al.  Predictive Control for Linear and Hybrid Systems , 2017 .

[2]  J. Christian Gerdes,et al.  Model Predictive Control for Vehicle Stabilization at the Limits of Handling , 2013, IEEE Transactions on Control Systems Technology.

[3]  Francesco Borrelli,et al.  Predictive Active Steering Control for Autonomous Vehicle Systems , 2007, IEEE Transactions on Control Systems Technology.

[4]  Chulathida Chomchai,et al.  Patient expectations for health supervision advice in continuity clinic: experience from a teaching hospital in Thailand. , 2013, Journal of the Medical Association of Thailand = Chotmaihet thangphaet.

[5]  Ryan McGee,et al.  Vehicle Pure Yaw Moment control using differential tire slip , 2009, 2009 American Control Conference.

[6]  Péter Gáspár,et al.  Integrated vehicle dynamics control via coordination of active front steering and rear braking , 2013, Eur. J. Control.

[7]  Kyongsu Yi,et al.  An investigation into differential braking strategies for vehicle stability control , 2003 .

[8]  Hans B. Pacejka,et al.  Tire and Vehicle Dynamics , 1982 .

[9]  Yan Chen,et al.  Design and Evaluation on Electric Differentials for Overactuated Electric Ground Vehicles With Four Independent In-Wheel Motors , 2012, IEEE Transactions on Vehicular Technology.

[10]  Weiwen Deng,et al.  Model predictive control allocation for stability improvement of four-wheel drive electric vehicles in critical driving condition , 2015 .

[11]  Soo Jeon,et al.  A general rollover index for tripped and un-tripped rollovers on flat and sloped roads , 2019 .

[12]  Soo Jeon,et al.  Rollover stabilities of three-wheeled vehicles including road configuration effects , 2017 .

[13]  Kyongsu Yi,et al.  Design and evaluation of a unified chassis control system for rollover prevention and vehicle stability improvement on a virtual test track , 2010 .

[14]  Tore Hägglund,et al.  Optimal control allocation in vehicle dynamics control for rollover mitigation , 2008, 2008 American Control Conference.

[15]  Ming-Chang Shih,et al.  Simulated and experimental study of hydraulic anti-lock braking system using sliding-mode PWM control , 2003 .

[16]  Yugong Luo,et al.  An Adaptive Hierarchical Trajectory Following Control Approach of Autonomous Four-Wheel Independent Drive Electric Vehicles , 2018, IEEE Transactions on Intelligent Transportation Systems.

[17]  Hiroshi Fujimoto,et al.  Optimal yaw-rate control for electric vehicles with active front-rear steering and four-wheel driving-braking force distribution , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[18]  Kyongsu Yi,et al.  An Integrated Control of Differential Braking, Front/Rear Traction, and Active Roll Moment for Limit Handling Performance , 2016, IEEE Transactions on Vehicular Technology.

[19]  Anders Rantzer,et al.  Synthesis of a Model-Based Tire Slip Controller , 2002 .

[20]  Hideo Takeda,et al.  A Review of Four-Wheel Steering Studies from the Viewpoint of Vehicle Dynamics and Control , 1989 .

[21]  Efstathios Velenis,et al.  A Real-Time Nonlinear Model Predictive Control Strategy for Stabilization of an Electric Vehicle at the Limits of Handling , 2018, IEEE Transactions on Control Systems Technology.

[22]  Tor Arne Johansen,et al.  Stabilization of Automotive Vehicles Using Active Steering and Adaptive Brake Control Allocation , 2010, IEEE Transactions on Control Systems Technology.

[23]  Tor Arne Johansen,et al.  Gain-scheduled wheel slip control in automotive brake systems , 2003, IEEE Trans. Control. Syst. Technol..

[24]  Soo Jeon,et al.  Active camber system for lateral stability improvement of urban vehicles , 2019, Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering.

[25]  Mansour Ataei Reconfigurable Integrated Control for Urban Vehicles with Different Types of Control Actuation , 2017 .

[26]  Jun Ni,et al.  Envelope Control for Four-Wheel Independently Actuated Autonomous Ground Vehicle Through AFS/DYC Integrated Control , 2017, IEEE Transactions on Vehicular Technology.

[27]  Soo Jeon,et al.  Reconfigurable Integrated Stability Control for Four- and Three-wheeled Urban Vehicles With Flexible Combinations of Actuation Systems , 2018, IEEE/ASME Transactions on Mechatronics.

[28]  Amir Khajepour,et al.  Integrated stability and traction control for electric vehicles using model predictive control , 2016 .

[29]  Chen Lv,et al.  Directional-stability-aware brake blending control synthesis for over-actuated electric vehicles during straight-line deceleration , 2016 .

[30]  Yong Zhang,et al.  Controller design for vehicle stability enhancement , 2006 .

[31]  Francesco Borrelli,et al.  MPC-based yaw and lateral stabilisation via active front steering and braking , 2008 .

[32]  Fan Yu,et al.  Integrated Vehicle Dynamics Control —state-of-the art review , 2008, 2008 IEEE Vehicle Power and Propulsion Conference.

[33]  Amir Khajepour,et al.  Modular integrated longitudinal and lateral vehicle stability control for electric vehicles , 2017 .

[34]  Soo Jeon,et al.  Model predictive rollover prevention for steer-by-wire vehicles with a new rollover index , 2018, Int. J. Control.

[35]  Soo Jeon,et al.  A Novel Reconfigurable Integrated Vehicle Stability Control With Omni Actuation Systems , 2018, IEEE Transactions on Vehicular Technology.