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Numerical Simulation-based Design [electronic resource] : Theory and Methods / by Xu Han, Jie Liu.

By: Han, Xu [author.].
Contributor(s): Liu, Jie [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookPublisher: Singapore : Springer Nature Singapore : Imprint: Springer, 2020Edition: 1st ed. 2020.Description: XI, 258 p. 130 illus., 72 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9789811030901.Subject(s): Engineering design | Mathematics | Engineering mathematics | Engineering—Data processing | Engineering Design | Applications of Mathematics | Mathematical and Computational Engineering ApplicationsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 620.0042 Online resources: Click here to access online
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.
In: Springer Nature eBookSummary: 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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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.

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