Centroidal Voronoi tessellation, leave-one-out cross validation, proper orthogonal decomposition, and multidimensional interpolation are integrated to define a reduced-order modeling approach for the parametric evaluation of steady aerodynamic loads. The proper orthogonal decomposition-based methodology allows reducing the number of degrees of freedom of the problem while maintaining good accuracy for the solution of complex three-dimensional viscous turbulent flows. As a result, it yields fairly accurate solutions at a fraction of the time required by standard computational fluid dynamics approaches. Three-dimensional examples for fixed- and rotary-wing cases of industrial relevance are used to assess the method in the cases of subsonic and transonic flow conditions.
Evaluation of Aerodynamic Loads via Reduced-Order Methodology
AIAA Journal ; 53 , 8 ; 2389-2405
2015-08-01
Article (Journal)
Electronic Resource
English
Evaluation of Aerodynamic Loads via Reduced-Order Methodology
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