Han, Xu.
Numerical Simulation-based Design Theory and Methods / [electronic resource] : by Xu Han, Jie Liu. - 1st ed. 2020. - XI, 258 p. 130 illus., 72 illus. in color. online resource.
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.
9789811030901
10.1007/978-981-10-3090-1 doi
Engineering design.
Mathematics.
Engineering mathematics.
Engineering—Data processing.
Engineering Design.
Applications of Mathematics.
Mathematical and Computational Engineering Applications.
TA174
620.0042
Numerical Simulation-based Design Theory and Methods / [electronic resource] : by Xu Han, Jie Liu. - 1st ed. 2020. - XI, 258 p. 130 illus., 72 illus. in color. online resource.
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.
9789811030901
10.1007/978-981-10-3090-1 doi
Engineering design.
Mathematics.
Engineering mathematics.
Engineering—Data processing.
Engineering Design.
Applications of Mathematics.
Mathematical and Computational Engineering Applications.
TA174
620.0042