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Open-source coupled aerostructural optimization using Python

delete2018-02-07
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J
John Jasa *
J
John T. Hwang
J
Joaquim R. R. A. Martins
DOI:10.1007/s00158-018-1912-8delete
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Abstract

Abstract

En 中文
To teach multidisciplinary design optimization (MDO) to students effectively, it is useful to have accessible software that runs quickly, allowing hands-on exploration of coupled systems and optimization methods. Open-source software exists for low-fidelity aerodynamic or structural analysis, but there is no existing software for fast tightly coupled aerostructural analysis and design optimization. To address this need, we present OpenAeroStruct, an open-source low-fidelity aerostructural analysis and optimization tool developed in NASA's OpenMDAO framework. It uses the coupled adjoint method to compute the derivatives required for efficient gradient-based optimization. OpenAeroStruct combines a vortex lattice method and 1-D finite-element analysis to model lifting surfaces, such as aircraft wings and tails, and uses the coupled-adjoint method to compute the aerostructural derivatives. We use the Breguet range equation to compute the fuel burn as a function of structural weight and aerodynamic performance. OpenAeroStruct has proved effective both as an educational tool and as a benchmark for researching new MDO methods. There is much more potential to be exploited as the research community continues to develop and use this tool.
Keywords:
Aerostructural design optimization
Wing design
Multidisciplinary design optimization
Project-based learning
Python
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Journal

Structural and Multidisciplinary Optimization cover
Structural and Multidisciplinary Optimization
IF:
4
Papers:
4.8K
Citations:
1.7W

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U
University of Michigan
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6.4W
Papers: 5.3W
Citations: 124
U
university of michigan system
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Papers: 8.6W
Citations: 133