A Survey of Traction Control and Antilock Braking Systems of Full Electric Vehicles With Individually Controlled Electric Motors

Wheel slip control for ground vehicles with individually controlled electric motors can be realized with strategies that can significantly differ from the conventional antilock braking system (ABS) and traction control (TC) system. This paper provides a review of state-of-the-art technology and recent developments in TC and ABSs using the actuation of electric motors. Particular attention is paid to the realization of slip estimators, the formalization of torque demand, and the control methods applied for the implementation of TC and ABSs. The performed analysis allowed for the differentiation of several most elaborated methods for slip and torque control and defining still imperfectly investigated problems to be covered by the further development of TC and ABSs for full electric vehicles.

[1]  Goran Vasiljevic,et al.  Experimental testing of a traction control system with on-line road condition estimation for electric vehicles , 2013, 21st Mediterranean Conference on Control and Automation.

[2]  Mara Tanelli,et al.  Torque blending and wheel slip control in EVs with in-wheel motors , 2012 .

[3]  Qingnian Wang,et al.  Independent wheel torque control of 4WD electric vehicle for differential drive assisted steering , 2011 .

[4]  Li,et al.  Slip ratio control of independent AWD EV based on fuzzy DSMC , 2007, 2007 IEEE International Conference on Vehicular Electronics and Safety.

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

[6]  Aldo Sorniotti,et al.  The effect of half-shaft torsion dynamics on the performance of a traction control system for electric vehicles , 2012 .

[7]  John McPhee,et al.  Development of a Fuzzy Slip Control System for Electric Vehicles with In-wheel Motors , 2012 .

[8]  Yoichi Hori,et al.  A Novel Traction Control for EV Based on Maximum Transmissible Torque Estimation , 2009, IEEE Transactions on Industrial Electronics.

[9]  Yee-Pien Yang,et al.  Current distribution control of dual direct-driven wheel motors for electric vehicle , 2006, 2006 American Control Conference.

[10]  Kayo SAKAI,et al.  In-Wheel Motor System , 2011 .

[11]  Yong Zhou,et al.  Control strategy for ABS of EV with independently controlled four in-wheel motors , 2009, 2009 4th IEEE Conference on Industrial Electronics and Applications.

[12]  Shuzhi Sam Ge,et al.  Sliding-Mode-Observer-Based Adaptive Slip Ratio Control for Electric and Hybrid Vehicles , 2012, IEEE Transactions on Intelligent Transportation Systems.

[13]  Ji-Long Zhang,et al.  Improvement of drivability and fuel economy with a hybrid antiskid braking system in hybrid electric vehicles , 2010 .

[14]  M. Jalili-Kharaajoo,et al.  Modeling and simulation of a traction control algorithm for an electric vehicle with four separate wheel drives , 2002, Proceedings IEEE 56th Vehicular Technology Conference.

[15]  Yoichi Hori,et al.  Advantage of Electric Motor for Anti Skid Control of Electric Vehicle , 2001 .

[16]  Hui Lin,et al.  Iterative learning control of antilock braking of electric and hybrid vehicles , 2005, IEEE Transactions on Vehicular Technology.

[17]  Alessandro Astolfi,et al.  Limit cycles analysis in hybrid anti-lock braking systems , 2007, 2007 46th IEEE Conference on Decision and Control.

[18]  Yoichi Hori,et al.  Four-wheel driving-force distribution method for instantaneous or split slippery roads for electric vehicle with in-wheel motors , 2012, 2012 12th IEEE International Workshop on Advanced Motion Control (AMC).

[19]  Mark Voskuijl,et al.  Knowledge Based Engineering to support electric and electronic system design and automatic control software development , 2013, 2013 IEEE/AIAA 32nd Digital Avionics Systems Conference (DASC).

[20]  Toshio Yoshimura,et al.  Traction Force Control of an Electric Vehicle Using Fuzzy Reasoning. , 1996 .

[21]  H. Fujimoto,et al.  Traction Control based on Slip Ratio Estimation Without Detecting Vehicle Speed for Electric Vehicle , 2007, 2007 Power Conversion Conference - Nagoya.

[22]  Nobuyoshi Mutoh,et al.  Driving characteristics of an electric vehicle system with independently driven front and rear wheels , 2006, IEEE Transactions on Industrial Electronics.

[23]  Dongpu Cao,et al.  The impact of hybrid and electric powertrains on vehicle dynamics, control systems and energy regeneration , 2012 .

[24]  Guillermo O. García,et al.  Maximization of the Traction Forces in a 2WD Electric Vehicle , 2011, IEEE Transactions on Vehicular Technology.

[25]  Zhiqiang Du,et al.  Adhesion Control Method Based on Fuzzy Logic Control for Four-Wheel Driven Electric Vehicle , 2010 .

[26]  Javier Orus,et al.  Active vibration control for electric vehicle compliant drivetrains , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[27]  Wei Liu,et al.  Driving Control Research for Longitudinal Dynamics of Electric Vehicles with Independently Driven Front and Rear Wheels , 2013 .

[28]  Hideki Miyazaki,et al.  Dynamic Motor Control System for Enhancing Energy Effi ciency and Safety of EVs , 2014 .

[29]  Zhuoping Yu,et al.  An Anti-Lock Braking Control Strategy for 4WD Electric Vehicle Based on Variable Structure Control , 2013 .

[30]  R.W. De Doncker,et al.  Active drive control of electric vehicles using a modal state observer , 2004, 2004 IEEE 35th Annual Power Electronics Specialists Conference (IEEE Cat. No.04CH37551).

[31]  Chris Bingham,et al.  Comparison of control methods for Electric Vehicle Antilock Braking / Traction Control Systems , 2001 .

[32]  Yoichi Hori,et al.  Traction control of electric vehicle: basic experimental results using the test EV "UOT electric march" , 1998 .

[33]  Min-Hung Hsiao,et al.  Antilock Braking Control of Electric Vehicles with Electric Brake , 2005 .

[34]  Jia Sheng Hu,et al.  Development of Traction Control for Front–Wheel Drive In–Wheel Motor Electric Vehicles , 2012 .

[35]  Satoshi Murata,et al.  Innovation by in-wheel-motor drive unit , 2012 .

[36]  Xiaohong Chen,et al.  Optimization of control strategy for regenerative braking of an electrified bus equipped with an anti-lock braking system , 2012 .

[37]  Uwe Kiencke,et al.  Automotive Control Systems , 2005 .

[38]  Nobuyoshi Mutoh,et al.  Driving and Braking Torque Distribution Methods for Front- and Rear-Wheel-Independent Drive-Type Electric Vehicles on Roads With Low Friction Coefficient , 2012, IEEE Transactions on Industrial Electronics.

[39]  Ji Wang,et al.  Study on the Composite ABS Control of Vehicles with Four Electric Wheels , 2011, J. Comput..

[40]  Michael Ellims,et al.  Using Vehicle Simulation to Investigate Controllability , 2013 .

[41]  Danwei Wang,et al.  Vehicle dynamics control with energy recuperation based on control allocation for independent wheel motors and brake system , 2013 .

[42]  M. Scarano,et al.  "Single Wheel" longitudinal traction control for electric vehicles , 2006, IEEE Transactions on Power Electronics.

[43]  Markus Lienkamp,et al.  Combining Regenerative Braking and Anti-Lock Braking for Enhanced Braking Performance and Efficiency , 2012 .

[44]  Toshio Yoshimura,et al.  TRACTION FORCE CONTROL OF AN ELECTRIC VEHICLE IN 2WS-4WD MODE USING FUZZY REASONING , 1997 .

[45]  Michael Ellims,et al.  Integrating In-Wheel Motors into Vehicles - Real-World Experiences , 2012 .

[46]  Joachim Rudolph,et al.  Nonlinear observer design for state estimation during antilock braking , 2014, J. Syst. Control. Eng..

[47]  Yee-Pien Yang,et al.  Current distribution control of dual directly driven wheel motors for electric vehicles , 2008 .

[48]  Danijel Pavković,et al.  A model-based traction control strategy non-reliant on wheel slip information , 2011 .

[49]  William Pasillas-Lépine,et al.  Hybrid modeling and limit cycle analysis for a class of five-phase anti-lock brake algorithms , 2006 .

[50]  Y. Hori,et al.  Optimal traction control for EV utilizing fast torque response of electric motor , 2005, 31st Annual Conference of IEEE Industrial Electronics Society, 2005. IECON 2005..

[51]  Yoichi Hori,et al.  Fault-tolerant traction control of electric vehicles , 2011 .

[52]  Zhenwei Cao,et al.  Intelligent Sensorless ABS for In-Wheel Electric Vehicles , 2014, IEEE Transactions on Industrial Electronics.

[53]  Marco Schramm,et al.  High-performance and highly efficient electric wheel hub drive in automotive design , 2013, 2013 3rd International Electric Drives Production Conference (EDPC).

[54]  Sophie Keller Automotive Control Systems For Engine Driveline And Vehicle , 2016 .

[55]  Guoqing Xu,et al.  Novel estimation of tyre-road friction coefficient and slip ratio using electrical parameters of traction motor for electric vehicles , 2013 .

[56]  Yu-Seok Jeong,et al.  Energy-Efficient and Robust Control for High-Performance Induction Motor Drive With an Application in Electric Vehicles , 2012, IEEE Transactions on Vehicular Technology.

[57]  Steffen Müller,et al.  Control performance of a road vehicle with four independent single-wheel electric motors and steer-by-wire system , 2012 .

[58]  Wei Zhang,et al.  Development and validation of the controller of vehicular ASR system via braking intervention , 2010, 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering.

[59]  Christopher M. Bingham,et al.  Application of fuzzy control algorithms for electric vehicle antilock braking/traction control systems , 2003, IEEE Trans. Veh. Technol..

[60]  Jangmyung Lee,et al.  VDC of In-Wheel EV Simulation Based on Precise Wheel Torque Control , 2013, ICIRA.

[61]  Martin Horn,et al.  Development of a wheel slip actuator controller for electric vehicles using energy recuperation and hydraulic brake control , 2011, 2011 IEEE International Conference on Control Applications (CCA).

[62]  T. Akiba,et al.  A Study of Novel Traction Control Method for Electric Motor Driven Vehicle , 2007, 2007 Power Conversion Conference - Nagoya.

[63]  H. Mounier,et al.  Longitudinal control for an all-electric vehicle , 2012, 2012 IEEE International Electric Vehicle Conference.

[64]  Mara Tanelli,et al.  Active Braking Control Systems Design for Vehicles , 2010 .

[65]  Valentin Ivanov,et al.  Design and Testing of ABS for Electric Vehicles with Individually Controlled On-Board Motor Drives , 2014 .

[66]  Jung-Ho Han,et al.  Current Harmonics Loss Analysis of 150-kW Traction Interior Permanent Magnet Synchronous Motor Through Co-Analysis of $d\hbox{-}q$ Axis Current Control and Finite Element Method , 2013, IEEE Transactions on Magnetics.

[67]  Daniel Rixen,et al.  Flatness-based model inverse for feed-forward braking control , 2010 .

[68]  Y. Hori,et al.  Electric Vehicle Traction Control: A New MTTE Methodology , 2012, IEEE Industry Applications Magazine.

[69]  H. -Z. Li,et al.  PID plus fuzzy logic method for torque control in traction control system , 2012 .

[70]  Y. Hori,et al.  A new approach to traction control of EV based on maximum effective torque estimation , 2008, 2008 34th Annual Conference of IEEE Industrial Electronics.

[71]  Rui Esteves Araujo,et al.  Wheel Slip Control of EVs Based on Sliding Mode Technique With Conditional Integrators , 2013, IEEE Transactions on Industrial Electronics.

[72]  Tohru Kawabe,et al.  Slip Suppression of Electric Vehicles using Model Predictive PID Controller , 2012 .

[73]  Y. Hori,et al.  Four-wheel driving-force distribution method based on driving stiffness and slip ratio estimation for electric vehicle with in-wheel motors , 2012, 2012 IEEE Vehicle Power and Propulsion Conference.

[74]  N. Mutoh,et al.  Dynamics of Front-and-Rear-Wheel-Independent-Drive-Type Electric Vehicles at the Time of Failure , 2012, IEEE Transactions on Industrial Electronics.

[75]  H. Mounier,et al.  Maximum friction estimation and longitudinal control for a full in-wheel electric motor vehicle , 2012, 2012 12th International Conference on Control, Automation and Systems.

[76]  Arun K. Samantaray,et al.  Bond graph model-based evaluation of a sliding mode controller for a combined regenerative and antilock braking system , 2011 .