Numerical Simulation-Based Design: Theory and Methods

ISBN-13: 9789811030895 / Angielski / Twarda / 2020 / 258 str.

Xu Han

Opis

This book systematically introduces readers to advanced design theory and methods, including precise modeling based on inverse techniques, rapid structure computation, optimization design, and uncertainty analysis.

Spis treści

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.

O autorze

Prof. Xu Han is the Head of College of Mechanical and Vehicle Engineering in Hunan University, China. He obtained his Ph.D. degree in Computational Mechanics from the National University of Singapore. His research interests are computational mechanics and its application, computational inverse techniques and design optimization theories. He is a general council member of International Society of Computational Mechanics. He is also an Associate Editor of International Journal of Computational Methods and Inverse Problems in Science & Engineering, editorial board member of International Journal of Mechanics and Materials in Design, etc. He has published more than 200 research papers on the international journals and conferences, of which over 110 are indexed by SCI, with a total SCI citation number exceeding 1100. He has also published one research monograph on high-performance computational inverse techniques in non-destructive testing by CRC press and one international conference collected papers by Springer.

Blurb

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.