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Notes on Numerical Fluid Mechanics and Multidisciplinary Design

Uncertainty Management for Robust Industrial Design in Aeronautics

Findings and Best Practice Collected During UMRIDA, a Collaborative Research Project (2013–2016) Funded by the European Union

Editors: Hirsch, C., Wunsch, D., Szumbarski, J., Łaniewski-Wołłk, Ł., Pons-Prats, J. (Eds.)

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  • Reports on innovative methods for uncertainty quantification and robust design optimization in engineering practice
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  • Includes extensive data on prescribed uncertainties relevant to the industrial practice in aeronautics
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  • Describes best practice on uncertainty quantification and robust and reliable design optimization
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eBook 166,59 €
price for Spain (gross)
  • ISBN 978-3-319-77767-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 207,99 €
price for Spain (gross)
  • ISBN 978-3-319-77766-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 207,99 €
price for Spain (gross)
  • ISBN 978-3-030-08534-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book covers cutting-edge findings related to uncertainty quantification and optimization under uncertainties (i.e. robust and reliable optimization), with a special emphasis on aeronautics and turbomachinery, although not limited to these fields. It describes new methods for uncertainty quantification, such as non-intrusive polynomial chaos, collocation methods, perturbation methods, as well as adjoint based and multi-level Monte Carlo methods. It includes methods for characterization of most influential uncertainties, as well as formulations for robust and reliable design optimization. A distinctive element of the book is the unique collection of test cases with prescribed uncertainties, which are representative of the current engineering practice of the industrial consortium partners involved in UMRIDA, a level 1 collaborative project within the European Commission's Seventh Framework Programme (FP7). All developed methods are benchmarked against these industrial challenges. Moreover, the book includes a section dedicated to Best Practice Guidelines for uncertainty quantification and robust design optimization, summarizing the findings obtained by the consortium members within the UMRIDA project. All in all, the book offers a authoritative guide to cutting-edge methodologies for uncertainty management in engineering design, covers a wide range of applications and discusses new ideas for future research and interdisciplinary collaborations.


Table of contents (54 chapters)

Table of contents (54 chapters)
  • Vision, Objectives and Research Activities

    Pages 3-13

    Hirsch, Charles (et al.)

  • UMRIDA Test Case Database with Prescribed Uncertainties

    Pages 15-32

    Klostermann, Sönke

  • Uncertainties in Compressor and Aircraft Design

    Pages 35-51

    Büche, Dirk (et al.)

  • Estimation of Model Error Using Bayesian Model-Scenario Averaging with Maximum a Posterori-Estimates

    Pages 53-69

    Schmelzer, Martin (et al.)

  • Uncertainties for Thermoacoustics: A First Analysis

    Pages 71-88

    Ndiaye, A. (et al.)

Buy this book

eBook 166,59 €
price for Spain (gross)
  • ISBN 978-3-319-77767-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 207,99 €
price for Spain (gross)
  • ISBN 978-3-319-77766-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 207,99 €
price for Spain (gross)
  • ISBN 978-3-030-08534-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Uncertainty Management for Robust Industrial Design in Aeronautics
Book Subtitle
Findings and Best Practice Collected During UMRIDA, a Collaborative Research Project (2013–2016) Funded by the European Union
Editors
  • Charles Hirsch
  • Dirk Wunsch
  • Jacek Szumbarski
  • Łukasz Łaniewski-Wołłk
  • Jordi Pons-Prats
Series Title
Notes on Numerical Fluid Mechanics and Multidisciplinary Design
Series Volume
140
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-77767-2
DOI
10.1007/978-3-319-77767-2
Hardcover ISBN
978-3-319-77766-5
Softcover ISBN
978-3-030-08534-6
Series ISSN
1612-2909
Edition Number
1
Number of Pages
IX, 819
Number of Illustrations
93 b/w illustrations, 370 illustrations in colour
Topics