Simulation-Driven Aerodynamic Design using Variable-Fidelity Models - Couverture rigide

Leifsson, Leifur; Koziel, Slawomir

Couverture rigide

ISBN 10 : 1783266287 ISBN 13 : 9781783266289

Editeur : Imperial College Press, 2015

Synopsis

Computer simulations is a fundamental tool of the design process in many engineering disciplines including aerospace engineering. However, although high-fidelity numerical models are accurate, they can be computationally expensive with evaluation time for a single design as long as hours, days or even weeks. Simulation-driven design using conventional optimization techniques may be therefore prohibitive.

This book explores the alternative: performing computationally efficient design using surrogate-based optimization, where the high-fidelity model is replaced by its computationally cheap but still reasonably accurate representation: a surrogate. The emphasis is on physics-based surrogates. Application-wise, the focus is on aerodynamics and the methods and techniques described in the book are demonstrated using aerodynamic shape optimization cases. Applications in other engineering fields are also demonstrated.

State-of-the-art techniques and a depth of coverage never published before make this a unique and essential book for all researchers working in aerospace and other engineering areas and dealing with optimization, computationally expensive design problems, and simulation-driven design.

A propos du livre

Présentation de l'éditeur

Computer simulations is a fundamental tool of the design process in many engineering disciplines including aerospace engineering. However, although high-fidelity numerical models are accurate, they can be computationally expensive with evaluation time for a single design as long as hours, days or even weeks. Simulation-driven design using conventional optimization techniques may be therefore prohibitive.

This book explores the alternative: performing computationally efficient design using surrogate-based optimization, where the high-fidelity model is replaced by its computationally cheap but still reasonably accurate representation: a surrogate. The emphasis is on physics-based surrogates. Application-wise, the focus is on aerodynamics and the methods and techniques described in the book are demonstrated using aerodynamic shape optimization cases. Applications in other engineering fields are also demonstrated.

State-of-the-art techniques and a depth of coverage never published before make this a unique and essential book for all researchers working in aerospace and other engineering areas and dealing with optimization, computationally expensive design problems, and simulation-driven design.

Revue de presse

The text is concise, clearly written and systematically organised. It contains the equations and formulae needed to solve practical problems. The text is amply illustrated. The book is well-presented and should appeal to a wider audience interested in computational optimisation design. It explains the major concepts, gives enough depth and provides references for further studies. --The Aeronautical Journal

Détails de l'édition

• Éditeur: Imperial College Press
• Date d'édition: 2015
• Langue: anglais
• ISBN 10: 1783266287
• ISBN 13: 9781783266289
• Reliure: Relié
• Nombre de pages: 444
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible