Optimization of Ski Attitude for the In-Flight Aerodynamic Performance of Ski Jumping.
biomechanics
computational fluid dynamics (CFD)
kriging model
optimization
sports performance
Journal
Biology
ISSN: 2079-7737
Titre abrégé: Biology (Basel)
Pays: Switzerland
ID NLM: 101587988
Informations de publication
Date de publication:
17 Sep 2022
17 Sep 2022
Historique:
received:
26
07
2022
revised:
06
09
2022
accepted:
14
09
2022
entrez:
23
9
2022
pubmed:
24
9
2022
medline:
24
9
2022
Statut:
epublish
Résumé
The control and adjustment of in-flight attitudes are critical to enlarging the flight distance of ski jumping. As one of the most important gears, the skis provide sufficient lift and drag forces for the athletes, and thus their in-flight attitudes should be optimized to improve flight performance. Here, the lift-to-drag ratio of a ski jumping ski is optimized with/without a constraint of lift capacity. The ski attitude is defined by three Eulerian angles and the resulting aerodynamic characteristics are predicted by Kriging models, which are established based on computational fluid dynamics (CFD) data. The surrogated models are dynamically updated in the optimization process to ensure their accuracy. Our results find that the optimization of the lift-to-drag ratio should be constrained by a certain lift capacity to be more practical. The angle of attack of the ski dominates the optimal lift-to-drag ratio at different lift levels while the yaw and roll angles are almost independent of the constraint once the required lift coefficient surpasses 0.6. This thus suggests that the athletes should focus on the angle of attack when modifying the ski attitude in the flight, which may reduce the difficulties in their in-flight decision makings.
Identifiants
pubmed: 36138841
pii: biology11091362
doi: 10.3390/biology11091362
pmc: PMC9495398
pii:
doi:
Types de publication
Journal Article
Langues
eng
Subventions
Organisme : the key R&D plan of China for Winter Olympics
ID : 2020YFF0304602
Organisme : the key R&D Plan of Liaoning Province
ID : 2020JH2/10300112
Déclaration de conflit d'intérêts
The authors declare no conflict of interest.
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