Title :
Combined AFS and DYC Control of Four-Wheel-Independent-Drive Electric Vehicles over CAN Network with Time-Varying Delays
Author :
Zhibin Shuai ; Hui Zhang ; Junmin Wang ; Jianqiu Li ; Minggao Ouyang
Author_Institution :
Dept. of Mech. & Aerosp. Eng., Ohio State Univ., Columbus, OH, USA
Abstract :
This paper deals with the lateral motion control of four-wheel-independent-drive electric vehicles (4WID-EVs) subject to onboard network-induced time delays. It is well known that the in-vehicle network and x-by-wire technologies have considerable advantages over the traditional point-to-point communication. However, on the other hand, these technologies would also induce the probability of time-varying delays, which would degrade control performance or even deteriorate the system. To enjoy the advantages and deal with in-vehicle network delays, an H∞-based delay-tolerant linear quadratic regulator (LQR) control method is proposed in this paper. The problem is described in the form of an augmented discrete-time model with uncertain elements determined by the delays. Delay uncertainties are expressed in the form of a polytope using Taylor series expansion. To achieve a good steady-state response, a generalized proportional-integral control approach is adopted. The feedback gains can be obtained by solving a sequence of linear matrix inequalities (LMIs). Cosimulations with Simulink and CarSim demonstrate the effectiveness of the proposed controller. Comparison with a conventional LQR controller is also carried out to illustrate the strength of explicitly dealing with in-vehicle network delays.
Keywords :
PI control; controller area networks; delays; discrete time systems; electric vehicles; linear matrix inequalities; linear quadratic control; motion control; road vehicles; steering systems; time-varying systems; CAN network; CarSim; H∞-based delay-tolerant linear quadratic regulator control method; Simulink; Taylor series expansion; augmented discrete-time model; delay uncertainties; four-wheel-independent-drive electric vehicles; generalized proportional-integral control approach; in-vehicle network delays; lateral motion control; linear matrix inequalities; onboard network-induced time delays; point-to-point communication; steady-state response; steering systems; time-varying delays probability; uncertain elements; x-by-wire technologies; Control systems; Delays; Time-varying systems; Uncertainty; Vehicle dynamics; Vehicles; Wheels; $H_{infty}$-based linear quadratic regulator (LQR); Active front-wheel steering (AFS); direct yaw-moment control (DYC); four-wheel-independent-drive electric vehicle (4WID-EV); time-varying network delays;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2013.2279843