Wheel Slip Control of EVs Based on Sliding Mode Technique With Conditional Integrators

This paper presents a new control system, based on field programmable gate array technology, targeting the powertrain control of multi-motor electric vehicles (EVs). The control chip builds around a reusable intellectual property core named propulsion control unit, which features motor control functions with field-orientation methods, and energy loss minimization of induction motors. In order to improve the EV safety, the control system was extended with a wheel slip controller based on the sliding mode framework. The robustness to parametric and modeling uncertainties is the main attraction in this design, thanks to a simple connection that was found between the driving torque request and the model uncertainty. To overcome the chattering issue, which arrives from the discontinuous nature of the sliding control, the conditional integrator approach was employed, enabling a smooth transition to a Proportional+Integral control law, with anti-windup, when the tire slip is close to the setpoint. The controller asymptotic stability and robustness was analytically investigated through the Lyapunov method. Experimental results, obtained with a multi-motor EV prototype under low grip conditions, demonstrate a good slip regulation and robustness to disturbances.

[1]  Antonella Ferrara,et al.  Wheel Slip Control via Second-Order Sliding-Mode Generation , 2010, IEEE Transactions on Intelligent Transportation Systems.

[2]  Kenneth J. Hunt,et al.  Anti-lock braking control using a sliding mode like approach , 2002, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301).

[3]  Chih-Min Lin,et al.  Neural-network hybrid control for antilock braking systems , 2003, IEEE Trans. Neural Networks.

[4]  Okyay Kaynak,et al.  A Dynamic Method to Forecast the Wheel Slip for Antilock Braking System and Its Experimental Evaluation , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[5]  Yoichi Hori,et al.  Direct Yaw-Moment Control of an In-Wheel-Motored Electric Vehicle Based on Body Slip Angle Fuzzy Observer , 2009, IEEE Transactions on Industrial Electronics.

[6]  Alessandro Astolfi,et al.  Existence, stability and robustness analysis of limit cycles in hybrid anti-lock braking systems , 2009, Int. J. Control.

[7]  Diamantino Freitas,et al.  A Single Motion Chip for Multi-Motor EV Control , 2010 .

[8]  Jae Wook Jeon,et al.  An FPGA-Based Multiple-Axis Motion Control Chip , 2009, IEEE Trans. Ind. Electron..

[9]  Rui Esteves Araujo,et al.  Reusable IP cores library for EV propulsion systems , 2010, 2010 IEEE International Symposium on Industrial Electronics.

[10]  Pushkin Kachroo,et al.  Sliding mode measurement feedback control for antilock braking systems , 1999, IEEE Trans. Control. Syst. Technol..

[11]  Masayoshi Tomizuka,et al.  Adaptive vehicle traction force control for intelligent vehicle highway systems (IVHSs) , 1996, IEEE Trans. Ind. Electron..

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

[13]  Yoichi Hori Future vehicle driven by electricity and control-research on four wheel motored "UOT Electric March II" , 2002, 7th International Workshop on Advanced Motion Control. Proceedings (Cat. No.02TH8623).

[14]  Xinghuo Yu,et al.  Sliding-Mode Control With Soft Computing: A Survey , 2009, IEEE Transactions on Industrial Electronics.

[15]  Okyay Kaynak,et al.  A Grey System Modeling Approach for Sliding-Mode Control of Antilock Braking System , 2009, IEEE Transactions on Industrial Electronics.

[16]  Kuo-Ing Hwu,et al.  Current Sharing Control Strategy Based on Phase Link , 2012, IEEE Transactions on Industrial Electronics.

[17]  Eric Monmasson,et al.  FPGA Design Methodology for Industrial Control Systems—A Review , 2007, IEEE Transactions on Industrial Electronics.

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

[19]  Antonella Ferrara,et al.  Traction Control for Ride-by-Wire Sport Motorcycles: A Second-Order Sliding Mode Approach , 2009, IEEE Transactions on Industrial Electronics.

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

[21]  Eric Monmasson,et al.  FPGAs in Industrial Control Applications , 2011, IEEE Transactions on Industrial Informatics.

[22]  Hassan K. Khalil,et al.  Robust output feedback regulation of minimum-phase nonlinear systems using conditional integrators , 2005, Autom..

[23]  Taehyun Shim,et al.  Investigation of Sliding-Surface Design on the Performance of Sliding Mode Controller in Antilock Braking Systems , 2008, IEEE Transactions on Vehicular Technology.

[24]  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.

[25]  Rainer Dr Erhardt,et al.  Measurement and Simulation of Transients in Longitudinal and Lateral Tire Forces , 1990 .

[26]  H. Sira-Ramirez,et al.  A Comparison Between the GPI and PID Controllers for the Stabilization of a DC–DC “Buck” Converter: A Field Programmable Gate Array Implementation , 2011, IEEE Transactions on Industrial Electronics.

[27]  Shahrin Md. Ayob,et al.  FPGA Implementation of a Single-Input Fuzzy Logic Controller for Boost Converter With the Absence of an External Analog-to-Digital Converter , 2012, IEEE Transactions on Industrial Electronics.

[28]  Rui Esteves Araujo,et al.  Optimal Linear Parameterization for On-Line Estimation of Tire-Road Friction , 2011 .

[29]  Rui Esteves Araujo,et al.  Control in Multi-Motor Electric Vehicle with a FPGA platform , 2009, 2009 IEEE International Symposium on Industrial Embedded Systems.

[30]  Ali Emadi,et al.  Stability Analysis of FPGA-Based Control of Brushless DC Motors and Generators Using Digital PWM Technique , 2012, IEEE Transactions on Industrial Electronics.

[31]  Hassan K. Khalil,et al.  Universal integral controllers with anti-reset windup for minimum phase nonlinear systems , 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

[32]  Christopher Edwards,et al.  Optimal braking and estimation of tyre friction in automotive vehicles using sliding modes , 2007, Int. J. Syst. Sci..

[33]  Eric Monmasson,et al.  Fully FPGA-Based Sensorless Control for Synchronous AC Drive Using an Extended Kalman Filter , 2012, IEEE Transactions on Industrial Electronics.

[34]  Alessandro Astolfi,et al.  Robust nonlinear output feedback control for brake by wire control systems , 2008, Autom..

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

[36]  Y. Hori,et al.  Application of Electric Motor, Supercapacitor, and Wireless Power Transfer to enhance operation of future vehicles , 2010, 2010 IEEE International Symposium on Industrial Electronics.

[37]  Chih-Min Lin,et al.  Self-learning fuzzy sliding-mode control for antilock braking systems , 2003, IEEE Trans. Control. Syst. Technol..

[38]  Sridhar Seshagiri Position control of permanent magnet stepper motors using conditional servocompensators , 2009 .

[39]  Alberto Bemporad,et al.  An MPC/hybrid system approach to traction control , 2006, IEEE Transactions on Control Systems Technology.

[40]  Eric Monmasson,et al.  Description of an entirely reconfigurable architecture dedicated to the current vector control of a set of AC machines , 1999, IECON'99. Conference Proceedings. 25th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.99CH37029).

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

[42]  Mara Tanelli,et al.  Mixed Slip-Deceleration Control in Automotive Braking Systems , 2006 .

[43]  R.E. Araujo,et al.  Experimental evaluation of a loss-minimization control of induction motors used in EV , 2008, 2008 34th Annual Conference of IEEE Industrial Electronics.

[44]  Kristin Y. Pettersen,et al.  Conditional Integrators for Path Following and Formation Control of Marine Vessels under Constant Disturbances , 2009 .

[45]  Jon Rigelsford,et al.  Automotive Control Systems: For Engine, Driveline and Vehicle , 2004 .

[46]  Carlos Canudas-de-Wit,et al.  Dynamic Friction Models for Road/Tire Longitudinal Interaction , 2003 .

[47]  Tor Arne Johansen,et al.  Vehicle velocity estimation using nonlinear observers , 2006, Autom..

[48]  Ali Emadi,et al.  Modern electric, hybrid electric, and fuel cell vehicles : fundamentals, theory, and design , 2009 .

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

[50]  Sridhar Seshagiri,et al.  Sliding Mode Control of Pitch-Rate of an F-16 Aircraft , 2009 .