Minimum time optimal control simulation of a GP2 race car

被引:40
作者
Dal Bianco, Nicola [1 ]
Lot, Roberto [2 ]
Gadola, Marco [3 ]
机构
[1] Univ Padua, Dept Ind Engn, Padua, Italy
[2] Univ Southampton, Fac Engn & Environm, Univ Rd,Bldg 13-3005, Southampton SO17 1BJ, Hants, England
[3] Univ Brescia, Dept Mech & Ind Engn, Brescia, Italy
关键词
Car; control; GP2; lap; optimal; minimum; race; simulation; time;
D O I
10.1177/0954407017728158
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In this work, optimal control theory is applied to minimum lap time simulation of a GP2 car, using a multibody car model with enhanced load transfer dynamics. The mathematical multibody model is formulated with use of the symbolic algebra software MBSymba and it comprises 14 degrees of freedom, including full chassis motion, suspension travels and wheel spins. The kinematics of the suspension is exhaustively analysed and the impact of tyre longitudinal and lateral forces in determining vehicle trim is demonstrated. An indirect optimal control method is then used to solve the minimum lap time problem. Simulation outcomes are compared with experimental data acquired during a qualifying lap at Montmelo circuit (Barcelona) in the 2012 GP2 season. Results demonstrate the reliability of the model, suggesting it can be used to optimise car settings (such as gearing and aerodynamic setup) before executing track tests.
引用
收藏
页码:1180 / 1195
页数:16
相关论文
共 34 条
[1]  
[Anonymous], 2014, IFAC PAPERSONLINE
[2]  
[Anonymous], 2010, PRACTICAL METHODOP
[3]   The influence of suspension components friction on race car vertical dynamics [J].
Benini, Claudio ;
Gadola, Marco ;
Chindamo, Daniel ;
Uberti, Stefano ;
Marchesin, Felipe P. ;
Barbosa, Roberto S. .
VEHICLE SYSTEM DYNAMICS, 2017, 55 (03) :338-350
[4]   Symbolic-numeric efficient solution of optimal control problems for multibody systems [J].
Bertolazzi, E ;
Biral, F ;
Da Lio, M .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2006, 185 (02) :404-421
[5]   Symbolic-numeric indirect method for solving Optimal Control Problems for large multibody systems - The time-optimal racing vehicle example [J].
Bertolazzi, E ;
Biral, F ;
Da Lio, M .
MULTIBODY SYSTEM DYNAMICS, 2005, 13 (02) :233-252
[6]  
Biral F, 2005, 2005 IEEE Intelligent Vehicles Symposium Proceedings, P36
[7]   Notes on Numerical Methods for Solving Optimal Control Problems [J].
Biral, Francesco ;
Bertolazzi, Enrico ;
Bosetti, Paolo .
IEEJ JOURNAL OF INDUSTRY APPLICATIONS, 2016, 5 (02) :154-166
[8]  
Blasco-Figueroa J, 2000, THESIS
[9]   On the human control of vehicles: an experimental study of acceleration [J].
Bosetti, Paolo ;
Da Lio, Mauro ;
Saroldi, Andrea .
EUROPEAN TRANSPORT RESEARCH REVIEW, 2014, 6 (02) :157-170
[10]   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