Han / Liu Numerical Simulation-based Design

Theory and Methods
1. Auflage 2020
ISBN: 978-981-10-3090-1
Verlag: Springer Singapore
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 258 Seiten, eBook

This book focuses on numerical simulation-based design theory and methods in
mechanical engineering. The simulation-based design of mechanical equipmentinvolves considerable scientific challenges including extremely complex systems,extreme working conditions, multi-source uncertainties, multi-physics coupling, andlarge-scale computation. In order to overcome these technical difficulties, this booksystematically elaborates upon the advanced design methods, covering high-fidelitysimulation modeling, rapid structural analysis, multi-objective design optimization,uncertainty analysis and optimization, which can effectively improve the designaccuracy, efficiency, multi-functionality and reliability of complicated mechanicalstructures.
This book is primarily intended for researchers, engineers and postgraduate studentsin mechanical engineering, especially in mechanical design, numerical simulation andengineering optimization.

Zielgruppe

Research

Autoren/Hrsg.

Han, Xu

Liu, Jie

Inhaltsverzeichnis

Introduction.- Numerical modeling methods.- Computational inverse techniques.- Parameter inversion for numerical modeling.- Fast analysis methods of complex structures.- Meta-modeling technique.- Structural reduced-basis method.- Overview of multi-objective optimal design.- Micro multi-objective genetic algorithm.- Multi-objective optimization design based on meta-model.- Overview of optimization design with uncertainty.- Interval analysis method for uncertain optimization.- Meta-model method for uncertain optimization.