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Author Han, Xu, 1968 June-
Title Numerical Simulation-Based Design : Theory and Methods / Xu Han, Jie Liu.
Imprint Singapore : Springer, [2020]

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View online
Author Han, Xu, 1968 June-
Subject Industrial design -- Mathematical models.
Mechanical engineering.
Alt Name Liu, Jie,
Description 1 online resource
polychrome rdacc
Bibliography Note Includes bibliographical references.
Includes bibliographical references and index.
Note Online resource; title from PDF title page (Proquest, viewed January 10, 2020).
Contents 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.
Summary 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 (electronic bk.)
9811030901 (electronic bk.)
9789811030895 (print)
OCLC # 1135486266

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