Skip to main content
Top
Published in: Structural and Multidisciplinary Optimization 4/2018

07-02-2018 | EDUCATIONAL ARTICLE

Open-source coupled aerostructural optimization using Python

Authors: John P. Jasa, John T. Hwang, Joaquim R. R. A. Martins

Published in: Structural and Multidisciplinary Optimization | Issue 4/2018

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

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.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
go back to reference Anderson JD (1991) Fundamentals of aerodynamics. McGraw–Hill, New York Anderson JD (1991) Fundamentals of aerodynamics. McGraw–Hill, New York
go back to reference Bons NP, He X, Mader CA, Martins JRRA (2017) Multimodality in aerodynamic wing design optimization. In: 18th AIAA/ISSMO multidisciplinary analysis and optimization conference Bons NP, He X, Mader CA, Martins JRRA (2017) Multimodality in aerodynamic wing design optimization. In: 18th AIAA/ISSMO multidisciplinary analysis and optimization conference
go back to reference Chauhan SS, Hwang JT, Martins JRRA (2017) Benchmarking approaches for the multidisciplinary analysis of complex systems using a Taylor series-based scalable problem. In: 12th world congress on structural and multidisciplinary optimization. Braunschweig Chauhan SS, Hwang JT, Martins JRRA (2017) Benchmarking approaches for the multidisciplinary analysis of complex systems using a Taylor series-based scalable problem. In: 12th world congress on structural and multidisciplinary optimization. Braunschweig
go back to reference Cook LW, Jarrett JP, Willcox KE (2017) Horsetail matching for optimization under probabilistic, interval and mixed uncertainties. In: 19th AIAA non-deterministic approaches conference, p 0590 Cook LW, Jarrett JP, Willcox KE (2017) Horsetail matching for optimization under probabilistic, interval and mixed uncertainties. In: 19th AIAA non-deterministic approaches conference, p 0590
go back to reference Cramer EJ, Dennis JE, Frank PD, Lewis RM, Shubin GR (1994) Problem formulation for multidisciplinary optimization. SIAM J Optim 4(4):754–776MathSciNetCrossRefMATH Cramer EJ, Dennis JE, Frank PD, Lewis RM, Shubin GR (1994) Problem formulation for multidisciplinary optimization. SIAM J Optim 4(4):754–776MathSciNetCrossRefMATH
go back to reference Dhondt G, Wittig K (1998) Calculix: a free software three-dimensional structural finite element program. MTU Aero Engines GmbH, Munich Dhondt G, Wittig K (1998) Calculix: a free software three-dimensional structural finite element program. MTU Aero Engines GmbH, Munich
go back to reference Drela M (1989) XFOIL: an analysis and design system for low Reynolds number airfoils. In: Low Reynolds number aerodynamics. Springer, pp 1–12 Drela M (1989) XFOIL: an analysis and design system for low Reynolds number airfoils. In: Low Reynolds number aerodynamics. Springer, pp 1–12
go back to reference Drela M, Youngren H (2004) Athena vortex lattice. Software Package Ver 3 Drela M, Youngren H (2004) Athena vortex lattice. Software Package Ver 3
go back to reference Friedman S, Ghoreishi SF, Allaire DL (2017) Quantifying the impact of different model discrepancy formulations in coupled multidisciplinary systems. In: 19th AIAA non-deterministic approaches conference, p 1950 Friedman S, Ghoreishi SF, Allaire DL (2017) Quantifying the impact of different model discrepancy formulations in coupled multidisciplinary systems. In: 19th AIAA non-deterministic approaches conference, p 1950
go back to reference Gavin HP (2010) Frame3DD structural analysis code. Duke University, Durham Gavin HP (2010) Frame3DD structural analysis code. Duke University, Durham
go back to reference Heath C, Gray J (2012) OpenMDAO: framework for flexible multidisciplinary design, analysis and optimization methods. In: Proceedings of the 53rd AIAA structures, structural dynamics and materials conference. Honolulu. AIAA-2012-1673 Heath C, Gray J (2012) OpenMDAO: framework for flexible multidisciplinary design, analysis and optimization methods. In: Proceedings of the 53rd AIAA structures, structural dynamics and materials conference. Honolulu. AIAA-2012-1673
go back to reference Hwang JT, Martins JRRA (2018) A computational architecture for coupling heterogeneous numerical models and computing coupled derivatives. ACM Transactions on Mathematical Software . (In press) Hwang JT, Martins JRRA (2018) A computational architecture for coupling heterogeneous numerical models and computing coupled derivatives. ACM Transactions on Mathematical Software . (In press)
go back to reference Kreisselmeier G, Steinhauser R (1979) Systematic control design by optimizing a vector performance index. In: International federation of active controls symposium on computer-aided design of control systems, Zurich Kreisselmeier G, Steinhauser R (1979) Systematic control design by optimizing a vector performance index. In: International federation of active controls symposium on computer-aided design of control systems, Zurich
go back to reference Melin T (2000) A vortex lattice MATLAB implementation for linear aerodynamic wing applications. Master’s Thesis, Department of Aeronautics, Royal Institute of Technology (KTH), Stockholm Melin T (2000) A vortex lattice MATLAB implementation for linear aerodynamic wing applications. Master’s Thesis, Department of Aeronautics, Royal Institute of Technology (KTH), Stockholm
go back to reference Pesare G (2016) Modeling of unsteady vortex lattice method for wing flutter control in OpenMDAO. Master’s thesis, Sapienza - Università di Roma Pesare G (2016) Modeling of unsteady vortex lattice method for wing flutter control in OpenMDAO. Master’s thesis, Sapienza - Università di Roma
go back to reference Phillips W, Snyder D (2000) Modern adaptation of Prandtl’s classic lifting-line theory. J Aircr 37(4):662–670CrossRef Phillips W, Snyder D (2000) Modern adaptation of Prandtl’s classic lifting-line theory. J Aircr 37(4):662–670CrossRef
go back to reference Raymer DP (2012) Aircraft design: a conceptual approach, 5th edn. AIAA Raymer DP (2012) Aircraft design: a conceptual approach, 5th edn. AIAA
Metadata
Title
Open-source coupled aerostructural optimization using Python
Authors
John P. Jasa
John T. Hwang
Joaquim R. R. A. Martins
Publication date
07-02-2018
Publisher
Springer Berlin Heidelberg
Published in
Structural and Multidisciplinary Optimization / Issue 4/2018
Print ISSN: 1615-147X
Electronic ISSN: 1615-1488
DOI
https://doi.org/10.1007/s00158-018-1912-8

Other articles of this Issue 4/2018

Structural and Multidisciplinary Optimization 4/2018 Go to the issue

Premium Partners