Fault-Tolerant Control of Electric Ground Vehicles Using a Triple-Step Nonlinear Approach

This paper investigates a triple-step approach-based fault-tolerant control (FTC) strategy for in-wheel motor electric ground vehicles, whose purpose is to preserve stability, improve handling with in-wheel motors and/or steering system faults. The proposed scheme is divided into two levels. The first level is the integrated vehicle motion control with model uncertainties, disturbances and the possible actuator faults, in which a triple-step nonlinear controller with on-line updating laws is designed. The second level is the driving reference signal generation, where the triple-step feedback law is used to provide a quantitative driving guidance and a residual signal with threshold for monitoring and evaluating drivers. The proposed FTC scheme not only achieves the vehicle safety but also the high-availability of the closed-loop driver-vehicle system. Simulation results show the effectiveness of the proposed scheme.

[1]  David J. Cole,et al.  Neuromuscular dynamics in the driver–vehicle system , 2006 .

[2]  Fei-Yue Wang,et al.  Parallel Control and Management for Intelligent Transportation Systems: Concepts, Architectures, and Applications , 2010, IEEE Transactions on Intelligent Transportation Systems.

[3]  C. Ashok Kumar,et al.  Nonlinear Coordinated Steering and Braking Control of Vision-Based Autonomous Vehicles in Emergency Obstacle Avoidance , 2017 .

[4]  David J. Cole,et al.  Linear quadratic game and non-cooperative predictive methods for potential application to modelling driver–AFS interactive steering control , 2013 .

[5]  Manfred Plöchl,et al.  Driver models in automobile dynamics application , 2007 .

[6]  T.-J. Yeh,et al.  Motor control and torque coordination of an electric vehicle actuated by two in-wheel motors , 2013 .

[7]  Saïd Mammar,et al.  Vehicle yaw rate control based on piecewise affine regions , 2010, 2010 IEEE Intelligent Vehicles Symposium.

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

[9]  Hamid Reza Karimi,et al.  Fuzzy control for Electric Power Steering System with assist motor current input constraints , 2015, J. Frankl. Inst..

[10]  Pongsathorn Raksincharoensak,et al.  Direct yaw moment control system based on driver behaviour recognition , 2008 .

[11]  Jonas Fredriksson,et al.  Longitudinal and Lateral Control for Automated Yielding Maneuvers , 2016, IEEE Transactions on Intelligent Transportation Systems.

[12]  陈虹,et al.  Switching-Based Stochastic Model Predictive Control Approach for Modeling Driver Steering Skill , 2015 .

[13]  Donghua Zhou,et al.  A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System , 2016, IEEE Transactions on Industrial Electronics.

[14]  F. Baronti,et al.  Design and Characterization of a Robotized Gearbox System Based on Voice Coil Actuators for a Formula SAE Race Car , 2013, IEEE/ASME Transactions on Mechatronics.

[15]  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.

[16]  Muaz A. Niazi,et al.  Road collisions avoidance using vehicular cyber-physical systems: a taxonomy and review , 2016, Complex Adapt. Syst. Model..

[17]  Keiichi Uchimura,et al.  Driver inattention monitoring system for intelligent vehicles: A review , 2009 .

[18]  A. Hamish Jamson,et al.  Drivers’ ability to learn eco-driving skills; effects on fuel efficient and safe driving behaviour , 2015 .

[19]  Huijun Gao,et al.  Direct Model Reference Adaptive Fuzzy Control of Networked SISO Nonlinear Systems , 2016, IEEE/ASME Transactions on Mechatronics.

[20]  Sebastian Houben,et al.  Endowing advanced driver assistance systems with fault tolerance , 2015, Annu. Rev. Control..

[21]  Rongrong Wang,et al.  Robust H∞ output-feedback yaw control for in-wheel-motor driven electric vehicles with differential steering , 2015, 2015 54th IEEE Conference on Decision and Control (CDC).

[22]  Junmin Wang,et al.  Adaptive Sliding-Mode Observer Design for a Selective Catalytic Reduction System of Ground-Vehicle Diesel Engines , 2016, IEEE/ASME Transactions on Mechatronics.

[23]  Hong Chen,et al.  Triple-step method to design non-linear controller for rail pressure of gasoline direct injection engines , 2014 .

[24]  Rongrong Wang,et al.  Linear Parameter-Varying Controller Design for Four-Wheel Independently Actuated Electric Ground Vehicles With Active Steering Systems , 2014, IEEE Transactions on Control Systems Technology.

[25]  Nancy Rhodes,et al.  Age and gender differences in risky driving: the roles of positive affect and risk perception. , 2011, Accident; analysis and prevention.

[26]  Junmin Wang,et al.  $\mathcal{H}_{\infty}$ Observer Design for LPV Systems With Uncertain Measurements on Scheduling Variables: Application to an Electric Ground Vehicle , 2016, IEEE/ASME Transactions on Mechatronics.

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

[28]  Fei Wang,et al.  Nonlinear Coordinated Motion Control of Road Vehicles After a Tire Blowout , 2016, IEEE Transactions on Control Systems Technology.

[29]  Steven X. Ding,et al.  Model-based Fault Diagnosis Techniques: Design Schemes, Algorithms, and Tools , 2008 .

[30]  Said Mammar Two-Degree-of-Freedom H8 Optimization and Scheduling for Robust Vehicle Lateral Control , 2000 .