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.
Зміст
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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