Large-Scale Inverse Problems and Quantification of Uncertainty. Wiley Series in Computational Statistics
- Language: English
- 388 Pages
- Published: November 2010
- Region: Global
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Finite element analysis and sensitivity analysis has
been performed on Poisson's equation. An application
is that of potential flow, in which case Poisson’s
equation reduces to Laplace’s equation. The
stiffness matrix and its sensitivity are
evaluated by direct integration, as opposed to
numerical integration. This allows less
computational effort and minimizes the sources of
computational errors. The capability of evaluating
sensitivity derivatives has been added in order to
perform design sensitivity analysis of non-lifting
airfoils. The discrete-direct approach to
sensitivity analysis is utilized in the current
work. The potential flow equations and the
sensitivity equations are computed by using a
preconditioned conjugate gradient method which
greatly reduces the time required to perform
analysis, and the subsequent design optimization.
Airfoil shape is updated at each design iteration by
using a Bezier-Berstein surface parameterization.
The unstrucured grid is adapted considering the mesh
as a system of inteconnected springs. Numerical
solutions are compared with analytical results
obtained for a Joukowsky airfoil.
Marco G.F., Capozzi.
Marco G.F. Capozzi: Laurea in Mechanical Engineering taken at
Politecnico di Bari and a Master of Science in Aerospace
Engineering taken at the Mississippi State University. He's
currently working at General Motors Powertrain Europe in Turin,
Italy, as a thermo-structural engineer.