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Document type:
Zeitschriftenaufsatz
Author(s):
Heilmeier, Alexander; Thomaser, André; Graf, Michael; Betz, Johannes
Title:
Virtual Strategy Engineer: Using Artificial Neural Networks for Making Race Strategy Decisions in Circuit Motorsport
Abstract:
In circuit motorsport, race strategy helps to finish the race in the best possible position by optimally determining the pit stops. Depending on the racing series, pit stops are needed to replace worn-out tires, refuel the car, change drivers, or repair the car. Assuming a race without opponents and considering only tire degradation, the optimal race strategy can be determined by solving a quadratic optimization problem, as shown in the paper. In high-class motorsport, however, this simplified a...    »
Keywords:
FTM Fahrdynamik
Journal title:
Applied Sciences
Year:
2020
Journal volume:
10
Journal issue:
21
Pages contribution:
7805
Covered by:
Scopus
Reviewed:
ja
Language:
en
Fulltext / DOI:
doi:10.3390/app10217805
Publisher:
MDPI AG
E-ISSN:
2076-3417
Date of publication:
04.11.2020
TUM Institution:
Lehrstuhl für Fahrzeugtechnik
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