Aerodynamic optimization of athlete posture using virtual skeleton methodology and computational fluid dynamics

IF 2.4 3区 医学 Q3 BIOPHYSICS Journal of biomechanics Pub Date : 2024-09-05 DOI:10.1016/j.jbiomech.2024.112303
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Abstract

An athlete’s posture has a significant impact on aerodynamic drag. Although aerodynamic drag in different sports has been studied extensively, most studies have analysed only a limited number of positions, and no generalized methods for optimization are available. In this work, we present a methodology to perform athlete posture optimization with respect to aerodynamic drag reduction. The method combines the virtual skeleton methodology to adjust the athlete’s posture, CFD simulations to evaluate the drag for a given posture, and efficient global optimization to find the optimum position. We demonstrate the method by optimizing the time trial position for a cyclist. The cyclist position was parameterized with 6 design parameters, and the optimization required 41 CFD simulations to converge. The optimal posture yielded a reduction in drag of 17 % compared to the initial posture (disregarding bicycle drag). The method has potential to make posture optimization more accessible across a wide range of sports, and lead to insight into the aerodynamic influence of posture in general.

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利用虚拟骨架方法和计算流体动力学优化运动员姿势的空气动力学。
运动员的姿势对空气阻力有重大影响。虽然对不同运动的空气阻力进行了广泛研究,但大多数研究只分析了有限的几个姿势,也没有通用的优化方法。在这项工作中,我们提出了一种在减少空气阻力方面进行运动员姿势优化的方法。该方法结合了虚拟骨架方法来调整运动员的姿势、CFD 模拟来评估给定姿势的阻力,以及高效的全局优化来找到最佳姿势。我们通过优化自行车运动员的计时赛姿势来演示该方法。自行车手的姿势参数为 6 个设计参数,优化需要 41 次 CFD 模拟才能收敛。与初始姿势(不考虑自行车阻力)相比,最佳姿势减少了 17% 的阻力。该方法有望使姿势优化更易于在各种运动中应用,并有助于深入了解姿势对空气动力学的总体影响。
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来源期刊
Journal of biomechanics
Journal of biomechanics 生物-工程:生物医学
CiteScore
5.10
自引率
4.20%
发文量
345
审稿时长
1 months
期刊介绍: The Journal of Biomechanics publishes reports of original and substantial findings using the principles of mechanics to explore biological problems. Analytical, as well as experimental papers may be submitted, and the journal accepts original articles, surveys and perspective articles (usually by Editorial invitation only), book reviews and letters to the Editor. The criteria for acceptance of manuscripts include excellence, novelty, significance, clarity, conciseness and interest to the readership. Papers published in the journal may cover a wide range of topics in biomechanics, including, but not limited to: -Fundamental Topics - Biomechanics of the musculoskeletal, cardiovascular, and respiratory systems, mechanics of hard and soft tissues, biofluid mechanics, mechanics of prostheses and implant-tissue interfaces, mechanics of cells. -Cardiovascular and Respiratory Biomechanics - Mechanics of blood-flow, air-flow, mechanics of the soft tissues, flow-tissue or flow-prosthesis interactions. -Cell Biomechanics - Biomechanic analyses of cells, membranes and sub-cellular structures; the relationship of the mechanical environment to cell and tissue response. -Dental Biomechanics - Design and analysis of dental tissues and prostheses, mechanics of chewing. -Functional Tissue Engineering - The role of biomechanical factors in engineered tissue replacements and regenerative medicine. -Injury Biomechanics - Mechanics of impact and trauma, dynamics of man-machine interaction. -Molecular Biomechanics - Mechanical analyses of biomolecules. -Orthopedic Biomechanics - Mechanics of fracture and fracture fixation, mechanics of implants and implant fixation, mechanics of bones and joints, wear of natural and artificial joints. -Rehabilitation Biomechanics - Analyses of gait, mechanics of prosthetics and orthotics. -Sports Biomechanics - Mechanical analyses of sports performance.
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