An Efficient Minimum-Time Trajectory Generation Strategy for Two-Track Car Vehicles

被引:51
作者
Rucco, Alessandro [1 ]
Notarstefano, Giuseppe [1 ]
Hauser, John [2 ]
机构
[1] Univ Salento, Dept Engn, I-73100 Lecce, Italy
[2] Univ Colorado, Dept Elect Comp & Energy Engn, Boulder, CO 80309 USA
关键词
Minimum-time; nonlinear optimal control; race car; trajectory optimization; two-track; vehicle dynamics; SIMULATION; ORDER;
D O I
10.1109/TCST.2014.2377777
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a novel approach to compute minimum-time trajectories for a two-track car model, including tires and (quasi-static) longitudinal and lateral load transfer. Given the car model and a planar track, including lane boundaries, our goal is to find a trajectory of the car minimizing the traveling time subject to steering and tire limits. Moreover, we enforce normal force constraints to avoid wheel liftoff. Based on a projection operator nonlinear optimal control technique, we propose a minimum-time trajectory generation strategy to compute the fastest car trajectory. Numerical computations are presented on two testing scenarios, a 90 degrees turn and a real testing track. The computations allow us to both demonstrate the efficiency and accuracy of the proposed approach and highlight important features of the minimum-time trajectories. Finally, we integrate our strategy into a commercial vehicle dynamics software, thus computing minimum-time trajectories for a complex multibody vehicle model. The matching between the predicted trajectory and the one of the commercial toolbox further highlights the effectiveness of the proposed methodology.
引用
收藏
页码:1505 / 1519
页数:15
相关论文
共 29 条
[1]  
[Anonymous], P WORLD C JUL
[2]   A quasi steady state approach to race car lap simulation in order to understand the effects of racing line and centre of gravity location [J].
Brayshaw, DL ;
Harrison, MF .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2005, 219 (D6) :725-739
[3]  
Casanova D, 2000, VEHICLE SYST DYN, V34, P77, DOI 10.1076/0042-3114(200008)34:2
[4]  
1-G
[5]  
FT077
[6]   Vehicle Yaw Stability Control by Coordinated Active Front Steering and Differential Braking in the Tire Sideslip Angles Domain [J].
Di Cairano, Stefano ;
Tseng, Hongtei Eric ;
Bernardini, Daniele ;
Bemporad, Alberto .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2013, 21 (04) :1236-1248
[7]  
Genta G., 2006, MOTOR VEHICLE DYNAMI
[8]  
Hauser J, 2006, IEEE DECIS CONTR P, P867
[9]   Application of optimal control theory to inverse simulation of car handling [J].
Hendrikx, JPM ;
Meijlink, TJJ ;
Kriens, RFC .
VEHICLE SYSTEM DYNAMICS, 1996, 26 (06) :449-461
[10]   Unconstrained receding-horizon control of nonlinear systems [J].
Jadbabaie, A ;
Yu, J ;
Hauser, J .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2001, 46 (05) :776-783