Integrating Ski Material Properties with Skier Dynamics for a Personalization Algorithm
The aim of this study is to present an integrated approach to ski personalization by combining a detailed material and geometric characterization of ski structure with real-time on-slope dynamic performance data. Longitudinal and torsional stiffness were selected as the basic material parameters for a wide range of skis with different application profiles. Acceleration graphs for turns were synchronized with video footage recorded by a drone, which provided real-time monitoring of the skiers’ actual course and facilitated the precise correlation between kinematic data and on-slope performance. To estimate style similarity between different skiers, the Pearson correlation coefficient was utilized due to its robust mathematical properties. Comprehensive analyses helped to finally formulate a multistage ski personalization algorithm.
Authors
- Tomasz Józefiak (ORCID: https://orcid.org/0000-0001-8679-0362)
- Ryszard Korycki (ORCID: https://orcid.org/0000-0002-1383-7999)
- Paulina Maślanka (ORCID: https://orcid.org/0000-0003-4318-4084)
Institutions
- Lodz University of Technology (PL)
- Institute of Mathematics (PL)
Publication Details
- Journal
- Applied Sciences
- Published
- 2026-01-08
- DOI
- https://doi.org/10.3390/app16020676
- Primary Topic
- Winter Sports Injuries and Performance
- Type
- article
- Field-Weighted Citation Impact
- 0.00