Multi-fidelity wing aerostructural optimization using a trust region filter-SQP algorithm

Multi-fidelity wing aerostructural optimization using a trust region filter-SQP algorithm

Elham, A. (TU Delft Flight Performance and Propulsion)
van Tooren, M.J.L. (TU Delft Flight Performance and Propulsion; University of South Carolina)

2016

A trust region filter-SQP method is used for wing multi-fidelity aerostructural optimization. Filter method eliminates the need for a penalty function, and subsequently a penalty parameter. Besides, it can easily be modified to be used for multi-fidelity optimization. A low fidelity aerostructural analysis tool is presented, that computes the drag, weight and structural deformation of lifting surfaces as well as their sensitivities with respect to the design variables using analytical methods. That tool is used for a mono-fidelity wing aerostructral optimization using a trust region filter-SQP method. In addition to that, a multi-fidelity aerostructural optimization has been performed, using a higher fidelity CFD code to calibrate the results of the lower fidelity model. In that case, the lower fidelity tool is used to compute the objective function, constraints and their derivatives to construct the quadratic programming subproblem. The high fidelity model is used to compute the objective function and the constraints used to generate the filter. The results of the high fidelity analysis are also used to calibrate the results of the lower fidelity tool during the optimization. This method is applied to optimize the wing of an A320 like aircraft for minimum fuel burn. The results showed about 9 % reduction in the aircraft mission fuel burn.

Aerostructural optimization
Multi-fidelity optimization
Trust region filter-SQP algorithm

http://resolver.tudelft.nl/uuid:2f6770b4-0fea-42b9-8b79-81792515b378

https://doi.org/10.1007/s00158-016-1613-0

1615-147X

Structural and Multidisciplinary Optimization

Institutional Repository

journal article

© 2016 A. Elham, M.J.L. van Tooren