Torque Distribution Algorithm for Stability Control of Electric Vehicle Driven by Four In-Wheel Motors Under Emergency Conditions

With the rapid development of intelligent transportation system, the research on vehicle stability can be a theoretical basis for realizing autonomous driving technology. The previous stability control strategies have not taken into account the tire force saturation factor, the slip rate, and the robustness of the control system sufficiency. According to the characteristic that the torque of each wheel can be distributed independently, a torque distribution algorithm under emergency conditions is proposed. The proposed torque distribution algorithm is constructed using three hierarchical controllers. The upper controller attempts to judge whether the vehicle is in stable state using the phase plane method. Also, it judges whether the wheels are slipping. The middle controller aims to calculate the demands for the desired traction force and yaw moment, whereas the lower controller is designed to translate those virtual signals into actual actuator commands. When designing the middle controller, a sliding mode control method is utilized to guarantee system stability and robustness by taking into account various factors, including lateral wind, and sensor noise. For the lower controller, the control allocation optimization method is utilized to determine an appropriate control input for each in-wheel motor by considering the road conditions, adhesion utilization, and maximum output torque of the motor. The numerical simulation studies are conducted to evaluate the performance of the torque distribution algorithm. Comparison results indicate that the proposed algorithm presents better performance to distribute the appropriate torque for each wheel and ensure the stability of the vehicle under emergency conditions.

[1]  Francesco Timpone,et al.  A combined use of phase plane and handling diagram method to study the influence of tyre and vehicle characteristics on stability , 2013 .

[2]  Yugong Luo,et al.  Dynamic coordinated control for over-actuated autonomous electric vehicles with nonholonomic constraints via nonsingular terminal sliding mode technique , 2016 .

[3]  Feng Gao,et al.  Control allocation algorithm for over-actuated electric vehicles , 2014 .

[4]  Jiabin Wang,et al.  Torque Distribution Strategy for a Front- and Rear-Wheel-Driven Electric Vehicle , 2012, IEEE Transactions on Vehicular Technology.

[5]  Dumitru Baleanu,et al.  Stability analysis and controller design for the performance improvement of disturbed nonlinear systems using adaptive global sliding mode control approach , 2016 .

[6]  Hans B. Pacejka,et al.  Magic Formula Tyre Model with Transient Properties , 1997 .

[7]  Metin Gokasan,et al.  Adaptive optimal control allocation using Lagrangian neural networks for stability control of a 4WS–4WD electric vehicle , 2013 .

[8]  Alberto Bemporad,et al.  Vehicle Yaw Stability Control by Coordinated Active Front Steering and Differential Braking in the Tire Sideslip Angles Domain , 2013, IEEE Transactions on Control Systems Technology.

[9]  Yoichi Hori,et al.  Design of an adaptive sliding mode controller for robust yaw stabilisation of in–wheel–motor–driven electric vehicles , 2015 .

[10]  Kyongsu Yi,et al.  Unified Chassis Control for Rollover Prevention and Lateral Stability , 2009, IEEE Transactions on Vehicular Technology.

[11]  Rongrong Wang,et al.  Robust lateral motion control of four-wheel independently actuated electric vehicles with tire force saturation consideration , 2015, J. Frankl. Inst..

[12]  Ossama Mokhiamar,et al.  Simultaneous Optimal Distribution of Lateral and Longitudinal Tire Forces for the Model Following Control , 2004 .

[13]  Xiaosong Hu,et al.  Comparison of power-split and parallel hybrid powertrain architectures with a single electric machine: Dynamic programming approach , 2016 .

[14]  Zhifeng Xu,et al.  A Yaw Stability Control Algorithm for Four-Wheel Independently Actuated Electric Ground Vehicles considering Control Boundaries , 2015 .

[15]  Yantao Tian,et al.  A new braking force distribution strategy for electric vehicle based on regenerative braking strength continuity , 2013 .

[16]  R. Roşca,et al.  A semi-empirical traction prediction model for an agricultural tyre, based on the super ellipse shape of the contact surface , 2014 .

[17]  Kyongsu Yi,et al.  Driving Control Algorithm for Maneuverability, Lateral Stability, and Rollover Prevention of 4WD Electric Vehicles With Independently Driven Front and Rear Wheels , 2011, IEEE Transactions on Vehicular Technology.

[18]  Masao Nagai,et al.  Yaw-moment control of electric vehicle for improving handling and stability , 2001 .

[19]  Yoichi Hori,et al.  Control Algorithm for an Independent Motor-Drive Vehicle , 2010, IEEE Transactions on Vehicular Technology.

[20]  Kyongsu Yi,et al.  Design, implementation, and test of skid steering-based autonomous driving controller for a robotic vehicle with articulated suspension , 2010 .

[21]  Wanzhong Zhao,et al.  Decoupling control of steering and driving system for in-wheel-motor-drive electric vehicle , 2018 .

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

[23]  Baozhen Yao,et al.  Prediction of Bus Travel Time Using Random Forests Based on Near Neighbors , 2018, Comput. Aided Civ. Infrastructure Eng..

[24]  Sung-Ho Hwang,et al.  Torque Distribution Algorithm for an Independently Driven Electric Vehicle Using a Fuzzy Control Method: Driving Stability and Efficiency , 2015, Energies.

[25]  Lie Guo,et al.  Torque distribution for electric vehicle with four in-wheel motors by considering energy optimization and dynamics performance , 2017, 2017 IEEE Intelligent Vehicles Symposium (IV).

[26]  Ming Yue,et al.  Stability Control for FWID-EVs With Supervision Mechanism in Critical Cornering Situations , 2018, IEEE Transactions on Vehicular Technology.

[27]  Rajesh Rajamani,et al.  Vehicle dynamics and control , 2005 .

[28]  Yoichi Hori,et al.  Four-wheel Driving-force Distribution Method for Instantaneous or Split Slippery Roads for Electric Vehicle , 2013 .

[29]  Kyongsu Yi,et al.  Design and evaluation of side slip angle-based vehicle stability control scheme on a virtual test track , 2006, IEEE Transactions on Control Systems Technology.