Computational Fluid Dynamics Analysis on the Road Bike Using Different Flow Models under Extreme Inlet Velocity
DOI:
https://doi.org/10.58915/aset.v3i1.801Abstract
At high velocities, the aerodynamic forces acting on the road bike and rider become more pronounced, potentially affecting stability and control. Riders might experience increased resistance, requiring more effort to maintain balance and direction. This research employs Computational Fluid Dynamics (CFD) to thoroughly examine the external aerodynamics of road bikes, focusing on pre-processing techniques and their impact on overall aerodynamic performance. The research applies CFD methods for geometry preparation, meshing, and material property definition within a structured workflow using a road bike model representative of the cycling industry via SimFlow software. Through systematic variations in extreme inlet velocities (40, 70, and 100 m/s) and the utilization of diverse turbulent models, k-ω Shear-Stress Transport (SST) and Reynolds-Averaged Navier-Stokes (RANS) with k-ε and k-ω, the study reveals intricate airflow patterns around the road bike. The results explain the complicated connection between turbulent models and inlet velocities and provide new information on critical aerodynamic parameters, such as pressure and maximum velocity of the road bike model.
Keywords:
Road bike, Computational Fluid Dynamics, k-ω Shear-Stress Transport, Reynolds-Averaged Navier-StokesReferences
Jux, C., Sciacchitano, A., & Scarano, F. Tire dependence for the aerodynamics of yawed bicycle wheels. Journal of Wind Engineering and Industrial Aerodynamics, vol 233, (2023) p.105294.
Yakkundi, V. K., & Mantha, S. S. Computational Analysis of" Drag & Lift" of a car With K-ε std, and K-ω SST (Shear Stress Transport) Turbulence Models & Effect of Mesh Refinement. CURIE Journal, vol 3, (2010).
Fintelman, D. M., Hemida, H., Sterling, M., & Li, F. X. CFD simulations of the flow around a cyclist subjected to crosswinds. Journal of Wind Engineering and Industrial Aerodynamics, vol 144, (2015) pp. 31-41.
Blocken, B., & Malizia, F. How much can roof-mounted bicycles on a following team car reduce cyclist drag?. Journal of Wind Engineering and Industrial Aerodynamics, vol 249, (2024) p.105723.
Berger, M., & Cristie, V. CFD post-processing in Unity3D. Procedia Computer Science, vol 51, (2015) pp. 2913-2922.
Li, L., Lange, C. F., Xu, Z., Jiang, P., & Ma, Y. Feature-based intelligent system for steam simulation using computational fluid dynamics. Advanced Engineering Informatics, vol 38, (2018) pp. 357-369.
Crouch, T. N., Burton, D., LaBry, Z. A., & Blair, K. B. Riding against the wind: a review of competition cycling aerodynamics. Sports Engineering, vol 20, (2017) pp. 81-110.
Godo, M., Corson, D., & Legensky, S. An aerodynamic study of bicycle wheel performance using CFD. In 47th AIAA aerospace sciences meeting including the new horizons forum and aerospace exposition, (2009) p. 322.
Malizia, F., & Blocken, B. CFD simulations of an isolated cycling spoked wheel: impact of the ground and wheel/ground contact modeling. European Journal of Mechanics-B/Fluids, vol 82, (2020) pp. 21-38.
van Druenen, T., & Blocken, B. CFD simulations of cyclist aerodynamics: Impact of computational parameters. Journal of Wind Engineering and Industrial Aerodynamics, vol 249, (2024) p.105714.
Spalart, P. R. Strategies for turbulence modelling and simulations. International journal of heat and fluid flow, vol 21, issue 3 (2000) pp. 252-263.
Xiao, H., & Cinnella, P. Quantification of model uncertainty in RANS simulations: A review. Progress in Aerospace Sciences, vol 108, (2019) pp. 1-31.
Menter, F. R. Review of the shear-stress transport turbulence model experience from an industrial perspective. International journal of computational fluid dynamics, vol 23, issue 4 (2009) pp. 305-316.
Blocken, B., van Druenen, T., Toparlar, Y., & Andrianne, T. CFD analysis of an exceptional cyclist sprint position. Sports Engineering, vol 22, (2019) pp. 1-11.
Rey-Martinez, J., Altuna, X., Cheng, K., Burgess, A. M., & Curthoys, I. S. Computing endolymph hydrodynamics during head impulse test on normal and hydropic vestibular labyrinth models. Frontiers in Neurology, vol 11, (2020) p.516889.
Kyle, C. R. Energy and aerodynamics in bicycling. Clinics in sports medicine, vol 13, issue 1 (1994) pp. 39-73.
Malizia, F., & Blocken, B. Cyclist aerodynamics through time: Better, faster, stronger. Journal of Wind Engineering and Industrial Aerodynamics, vol 214, (2021) p.104673.