Izvorni znanstveni članak
https://doi.org/10.21278/brod76105
Uncertainty quantification and global sensitivity analysis of turbulence model closure coefficients for sheet cavity flow around a hydrofoil
Simone Romani
; Department of Engineering and Architecture, University of Trieste, 34127 Trieste, Italy
Mitja Morgut
; Department of Engineering and Architecture, University of Trieste, 34127 Trieste, Italy
*
Lucia Parussini
; Department of Engineering and Architecture, University of Trieste, 34127 Trieste, Italy
Marzio Piller
; Department of Engineering and Architecture, University of Trieste, 34127 Trieste, Italy
* Dopisni autor.
Sažetak
This paper presents the uncertainty quantification and sensitivity analysis of the standard k-ɛ turbulence model applied to the numerical prediction of the non-cavitating and cavitating flow around a 2D NACA66MOD hydrofoil. The turbulence model parameters are treated as epistemic uncertain variables, and the forward propagation of uncertainty is evaluated using the non-intrusive polynomial chaos approach. The required simulations are performed using a commercial CFD solver. The Sobol indices are used to rank the relative contribution of closure coefficients to the total uncertainty in the output quantities. For the considered case, the ranking of the model parameters is not influenced by the presence of the sheet cavity flow, while it varies with respect to the considered output quantity.
Ključne riječi
Uncertainty quantification; polynomial chaos expansion,; turbulence model; cavitation; hydrofoil
Hrčak ID:
326499
URI
Datum izdavanja:
1.1.2025.
Posjeta: 0 *