Application of a Scale-Resolving Hybrid model to high Reynolds number canonical and industry-relevant turbulent flows
ORAL
Abstract
High-fidelity scale resolving methods remain prohibitively expensive to study turbulent flows of industrial relevance, necessitating the development of methods that can provide high-accuracy data at reduced computational cost. Consequently, a Scale-Resolving Hybrid method based on a time-filtering formalism is applied to different Reynolds-Averaged Navier Stokes base models, permitting a reduction of the required near-wall resolution. The closures are validated and compared on academic canonical flows including a turbulent channel flow and the flow around a finite height cylinder. In general, performance is strong with good agreement with experiment and fully resolved methods, but at lower computational cost.
Subsequently, the hybrid model is applied to a case of industrial interest, specifically the DrivAer notchback model. The agreement with experiments is not as strong as in the academic canonical cases but is in line with previous studies using other scale-resolving methods. Consideration of potential changes to improve the robustness and accuracy of the model for industrial cases is suggested for future work.
Subsequently, the hybrid model is applied to a case of industrial interest, specifically the DrivAer notchback model. The agreement with experiments is not as strong as in the academic canonical cases but is in line with previous studies using other scale-resolving methods. Consideration of potential changes to improve the robustness and accuracy of the model for industrial cases is suggested for future work.
*This work was funded by Siemens Digital Industry Software, who also provided access to computational resources, and by the UK EPSRC via an iCASE PhD Studentship.
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Presenters
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Michael D Mays
- Imperial College London