Linear Parameter-Varying Controller Design for Four-Wheel Independently Actuated Electric Ground Vehicles With Active Steering Systems

This paper presents a linear parameter-varying (LPV) control strategy to preserve stability and improve handling of a four-wheel independently actuated electric ground vehicle in spite of in-wheel motors and/or steering system faults. Different types of actuator faults including loss-of-effectiveness fault, additive fault, and the fault makes an actuator's control effect stuck-at-fixed-level, are considered simultaneously. To attenuate the effects of disturbance and address the challenging problem, a novel fault-tolerant (FT) robust linear quadratic regulator (LQR)-based H∞ controller using the LPV method is proposed. With the LQR-based H∞ control, the tradeoff between the tracking performance and the control input energy is achieved, and the effect from the external disturbance to the controlled outputs is minimized. The eigenvalue positions of the system matrix of the closed-loop system are also incorporated to tradeoff between the control inputs and the transient responses. The vehicle states, including vehicle yaw rate, lateral and longitudinal velocities, are simultaneously controlled to track their respective references. Simulations for different fault types and various driving scenarios are carried out with a high-fidelity, CarSim®, full-vehicle model. Simulation results show the effectiveness of the proposed FT control approach.

[1]  Xiaoming Chen An Equivalent LMI Representation of Bounded Real Lemma for Continuous-Time Systems , 2008 .

[2]  A. S. Mehr,et al.  Parameter-dependent mixed [Hamiltonian (script capital H)]2/[Hamiltonian (script capital H)]∞ filtering for linear parameter-varying systems , 2012 .

[3]  K. Khorasani,et al.  Fault Detection and Isolation of Actuator Faults in Overactuated Systems , 2007, 2007 American Control Conference.

[4]  O. Sename,et al.  Vehicle dynamic stability improvements through gain-scheduled steering and braking control , 2011 .

[5]  Saïd Mammar,et al.  Driver Steering Assistance for Lane-Departure Avoidance Based on Hybrid Automata and Composite Lyapunov Function , 2010, IEEE Transactions on Intelligent Transportation Systems.

[6]  Rolf Isermann,et al.  Fault-tolerant drive-by-wire systems , 2002 .

[7]  Junmin Wang,et al.  Development and performance characterization of an electric ground vehicle with independently actuated in-wheel motors , 2011 .

[8]  Hui Zhang,et al.  Robust Static Output Feedback Control and Remote PID Design for Networked Motor Systems , 2011, IEEE Transactions on Industrial Electronics.

[9]  Yan Chen,et al.  Design and Experimental Evaluations on Energy Efficient Control Allocation Methods for Overactuated Electric Vehicles: Longitudinal Motion Case , 2014, IEEE/ASME Transactions on Mechatronics.

[10]  Junmin Wang,et al.  Fault-Tolerant Control for Electric Ground Vehicles With Independently-Actuated In-Wheel Motors , 2012 .

[11]  B. Lusetti,et al.  Driver steering assistance for lane departure avoidance , 2009 .

[12]  Rongrong Wang,et al.  Stability control of electric vehicles with four independently actuated wheels , 2011, IEEE Conference on Decision and Control and European Control Conference.

[13]  Babak Fahimi,et al.  Monitoring and Fault Diagnosis of Multiconverter Systems in Hybrid Electric Vehicles , 2006, IEEE Transactions on Vehicular Technology.

[14]  Junmin Wang,et al.  Coordinated and Reconfigurable Vehicle Dynamics Control , 2009, IEEE Transactions on Control Systems Technology.

[15]  Hui Zhang,et al.  Robust ℋ︁∞ PID control for multivariable networked control systems with disturbance/noise attenuation , 2012 .

[16]  Ali Khaki-Sedigh,et al.  Adaptive Vehicle Lateral-Plane Motion Control Using Optimal Tire Friction Forces With Saturation Limits Consideration , 2009, IEEE Transactions on Vehicular Technology.

[17]  S. Anwar,et al.  Fault tolerant steer-by-wire road wheel control system , 2005, Proceedings of the 2005, American Control Conference, 2005..

[18]  P. Gahinet,et al.  H∞ design with pole placement constraints: an LMI approach , 1996, IEEE Trans. Autom. Control..

[19]  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.

[20]  Hui Zhang,et al.  Robust energy-to-peak filtering for networked systems with time-varying delays and randomly missing data , 2010 .

[21]  Kazuyuki Okada,et al.  IMPROVEMENT OF VEHICLE HANDLING BY NONLINEAR INTEGRATED CONTROL OF FOUR WHEEL STEERING AND FOUR WHEEL TORQUE , 1999 .

[22]  Rajesh Rajamani,et al.  GPS-Based Real-Time Identification of Tire-Road Friction Coefficient , 2002 .

[23]  Junmin Wang,et al.  Observer-based tracking controller design for networked predictive control systems with uncertain Markov delays , 2012, 2012 American Control Conference (ACC).

[24]  Rongrong Wang,et al.  Passive Actuator Fault-Tolerant Control for a Class of Overactuated Nonlinear Systems and Applications to Electric Vehicles , 2013, IEEE Transactions on Vehicular Technology.

[25]  Sohel Anwar,et al.  Fault-Tolerant Control of the Road Wheel Subsystem in a Steer-By-Wire System , 2008 .

[26]  Hui Zhang,et al.  Optimal H∞-Based Linear-Quadratic Regulator Tracking Control for Discrete-Time Takagi–Sugeno Fuzzy Systems With Preview Actions , 2013 .

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

[28]  Junmin Wang,et al.  Tire–road friction coefficient and tire cornering stiffness estimation based on longitudinal tire force difference generation , 2013 .

[29]  Bin Jiang,et al.  Optimal Fault-Tolerant Path-Tracking Control for 4WS4WD Electric Vehicles , 2010, IEEE Transactions on Intelligent Transportation Systems.

[30]  Masao Nagai,et al.  Independent wheel torque control of small-scale electric vehicle for handling and stability improvement , 2003 .

[31]  Youmin Zhang,et al.  Bibliographical review on reconfigurable fault-tolerant control systems , 2003, Annu. Rev. Control..

[32]  Lei Chen,et al.  An Analytical Redundancy-Based Fault Detection and Isolation Algorithm for a Road-Wheel Control Subsystem in a Steer-By-Wire System , 2007, IEEE Transactions on Vehicular Technology.

[33]  Reza N. Jazar,et al.  Vehicle Dynamics: Theory and Application , 2009 .

[34]  Hui Zhang,et al.  Robust non-fragile dynamic vibration absorbers with uncertain factors , 2011 .

[35]  Rongrong Wang,et al.  Fault-tolerant control with active fault diagnosis for four-wheel independently-driven electric ground vehicles , 2011, Proceedings of the 2011 American Control Conference.

[36]  Hui Zhang,et al.  H∞ Step Tracking Control for Networked Discrete-Time Nonlinear Systems With Integral and Predictive Actions , 2013, IEEE Transactions on Industrial Informatics.

[37]  Nong Zhang,et al.  Stabilizing Vehicle Lateral Dynamics With Considerations of Parameter Uncertainties and Control Saturation Through Robust Yaw Control , 2010, IEEE Transactions on Vehicular Technology.

[38]  Juan R. Pimentel An Architecture for a Safety-Critical Steer-by-Wire System , 2004 .