Francesco Babbini
Aerodynamic Shape Optimization of a Gerlach Diffuser (based on Adjoint Method).
Rel. Andrea Ferrero, Francesco Larocca. Politecnico di Torino, Corso di laurea magistrale in Ingegneria Aerospaziale, 2022
Abstract
Shape optimization has always been an engineers' target in order to improve existing performances of specific components. This process can often be time-consuming, requiring substantial manual inputs and multiple design iterations; furthermore it is able to involve at most about ten design variables, limiting the explorable design space. Adjoint-based optimization, instead, has been acknowledged to be effective for applications characterized by a large number of variables. This kind of shape deformation follows an underlying principle, the Adjoint Method, a specialized mathematical tool that expands the range of a CFD solution by providing detailed sensitivity data, i.e. derivatives of the objective function with respect to the design variables.
This feature makes the computational effort independent from the number of these variables
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