Abstract
The minimum-lap-time optimal control problem for a Formula One race car is solved using direct transcription and nonlinear programming. Features of this work include significantly reduced full-lap solution times and the simultaneous optimisation of the driven line, the driver controls and multiple car set-up parameters. It is shown that significant reductions in the driven lap time can be obtained from track-specific set-up parameter optimisation. Reduced computing times are achieved using a combination of a track description based on curvilinear coordinates, analytical derivatives and model non- dimensionalisation. The curvature of the track centre line is found by solving an auxiliary optimal control problem that negates the difficulties associated with integration drift and trajectory closure.
| Original language | English |
|---|---|
| Pages (from-to) | 653-678 |
| Number of pages | 26 |
| Journal | Vehicle System Dynamics |
| Volume | 52 |
| Issue number | 5 |
| DOIs | |
| Publication status | Published - 4 May 2014 |
| Externally published | Yes |
Keywords
- Formula One car modelling
- lap-time simulation
- nonlinear programming
- numerical optimal control
- parameter optimisation
ASJC Scopus subject areas
- Automotive Engineering
- Safety, Risk, Reliability and Quality
- Mechanical Engineering