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Record Nr. |
UNINA9910373897703321 |
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Autore |
Han Xu |
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Titolo |
Numerical Simulation-based Design : Theory and Methods / / by Xu Han, Jie Liu |
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Pubbl/distr/stampa |
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Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
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ISBN |
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Edizione |
[1st ed. 2020.] |
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Descrizione fisica |
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1 online resource (XI, 258 p. 130 illus., 72 illus. in color.) |
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Disciplina |
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Soggetti |
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Engineering design |
Applied mathematics |
Engineering mathematics |
Engineering Design |
Applications of Mathematics |
Mathematical and Computational Engineering |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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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. |
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Sommario/riassunto |
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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 |
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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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