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Numerical simulation-based designthe...

Han, Xu.

Numerical simulation-based designtheory and methods /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Numerical simulation-based designby Xu Han, Jie Liu.
Reminder of title:	theory and methods /
Author:	Han, Xu.
other author:	Liu, Jie.
Published:	Singapore :Springer Singapore :2020.
Description:	xi, 258 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Industrial designMathematical models.
Online resource:	https://doi.org/10.1007/978-981-10-3090-1
ISBN:	9789811030901$q(electronic bk.)

Numerical simulation-based designtheory and methods /
Han, Xu.

Numerical simulation-based designtheory and methods /[electronic resource] :by Xu Han, Jie Liu. - Singapore :Springer Singapore :2020. - xi, 258 p. :ill., digital ;24 cm.

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.

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

ISBN: 9789811030901$q(electronic bk.)

Standard No.: 10.1007/978-981-10-3090-1doiSubjects--Topical Terms:

884376
Industrial design
--Mathematical models.

LC Class. No.: TA171 / .H35 2020

Dewey Class. No.: 670

Numerical simulation-based designtheory and methods /
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505 0 $a 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.
520 $a This book focuses on numerical simulation-based design theory and methods in mechanical engineering. The simulation-based design of mechanical equipment involves considerable scientific challenges including extremely complex systems, extreme working conditions, multi-source uncertainties, multi-physics coupling, and large-scale computation. In order to overcome these technical difficulties, this book systematically elaborates upon the advanced design methods, covering high-fidelity simulation modeling, rapid structural analysis, multi-objective design optimization, uncertainty analysis and optimization, which can effectively improve the design accuracy, efficiency, multi-functionality and reliability of complicated mechanical structures. This book is primarily intended for researchers, engineers and postgraduate students in mechanical engineering, especially in mechanical design, numerical simulation and engineering optimization.
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