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Analysis of the Influence of Different Turbulence Models on the Prediction of Vehicle Aerodynamic Performance
by
Wang, Zirui
, Wang, Yuqi
, Hu, Xingjun
, Ma, Ruixing
, Yang, Xu
, Deng, Jianjiao
, Wang, Jingyu
, Li, Ying
, Guo, Peng
, Zhao, Jing
, Wang, Luwei
, Zhu, Yinan
, Ma, Yan
in
Accuracy
/ Aerodynamics
/ Automobile industry
/ Boundary conditions
/ computational fluid dynamics
/ different turbulence models
/ Energy conservation
/ Energy consumption
/ energy efficiency
/ Experiments
/ Flow velocity
/ Fluid dynamics
/ Numerical analysis
/ Optimization
/ Pressure distribution
/ R&D
/ Research & development
/ Research methodology
/ Simulation
/ Simulation methods
/ Transportation equipment industry
/ Turbulence models
/ vehicle aerodynamics
/ Vehicles
/ virtual wind tunnel simulation technology
/ wind tunnel experiments
/ Working conditions
2025
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Analysis of the Influence of Different Turbulence Models on the Prediction of Vehicle Aerodynamic Performance
by
Wang, Zirui
, Wang, Yuqi
, Hu, Xingjun
, Ma, Ruixing
, Yang, Xu
, Deng, Jianjiao
, Wang, Jingyu
, Li, Ying
, Guo, Peng
, Zhao, Jing
, Wang, Luwei
, Zhu, Yinan
, Ma, Yan
in
Accuracy
/ Aerodynamics
/ Automobile industry
/ Boundary conditions
/ computational fluid dynamics
/ different turbulence models
/ Energy conservation
/ Energy consumption
/ energy efficiency
/ Experiments
/ Flow velocity
/ Fluid dynamics
/ Numerical analysis
/ Optimization
/ Pressure distribution
/ R&D
/ Research & development
/ Research methodology
/ Simulation
/ Simulation methods
/ Transportation equipment industry
/ Turbulence models
/ vehicle aerodynamics
/ Vehicles
/ virtual wind tunnel simulation technology
/ wind tunnel experiments
/ Working conditions
2025
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Analysis of the Influence of Different Turbulence Models on the Prediction of Vehicle Aerodynamic Performance
by
Wang, Zirui
, Wang, Yuqi
, Hu, Xingjun
, Ma, Ruixing
, Yang, Xu
, Deng, Jianjiao
, Wang, Jingyu
, Li, Ying
, Guo, Peng
, Zhao, Jing
, Wang, Luwei
, Zhu, Yinan
, Ma, Yan
in
Accuracy
/ Aerodynamics
/ Automobile industry
/ Boundary conditions
/ computational fluid dynamics
/ different turbulence models
/ Energy conservation
/ Energy consumption
/ energy efficiency
/ Experiments
/ Flow velocity
/ Fluid dynamics
/ Numerical analysis
/ Optimization
/ Pressure distribution
/ R&D
/ Research & development
/ Research methodology
/ Simulation
/ Simulation methods
/ Transportation equipment industry
/ Turbulence models
/ vehicle aerodynamics
/ Vehicles
/ virtual wind tunnel simulation technology
/ wind tunnel experiments
/ Working conditions
2025
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Analysis of the Influence of Different Turbulence Models on the Prediction of Vehicle Aerodynamic Performance
Journal Article
Analysis of the Influence of Different Turbulence Models on the Prediction of Vehicle Aerodynamic Performance
2025
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Overview
As global energy grows short and environmental governance pressure increases, the automotive industry, a major energy consumer and pollution emitter, must enhance vehicle aerodynamics to cut energy use and emissions. This study creates an open-domain and virtual wind tunnel dual-computational-domain setup. It optimizes mesh refinement and boundary conditions, and evaluates the k-ε, k-ω, and Detached Eddy Simulation (DES) turbulence models. These models predict vehicle aerodynamic resistance, lift, and wake flow structure. The k-ε model best predicts the steady-state drag coefficient (Cd) (error 0.0009). DES excels in transient conditions (Cd error −0.4%, lift coefficient Cl matching experiments). The k-ω model, with its near-wall flow capture ability, has the lowest lift prediction error (−2.7%). Moreover, open-domain simulations align more closely with real free-flow environments and experimental data than virtual wind tunnel simulations. Overall, the study clarifies the varying applicability of turbulence models in complex flows, and offers a basis for model selection and technical support for vehicle aerodynamic optimization. It is highly significant for reducing fuel consumption, boosting the range of new-energy vehicles, and promoting sustainable industry development.
Publisher
MDPI AG
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