Multifidelity Modeling in Vibration Analysis
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Product details:
- Edition number 1
- Publisher CRC Press
- Date of Publication 6 March 2025
- ISBN 9781032776859
- Binding Hardback
- No. of pages178 pages
- Size 234x156 mm
- Weight 490 g
- Language English
- Illustrations 81 Illustrations, black & white; 81 Line drawings, black & white; 75 Tables, black & white 693
Categories
Short description:
Multifidelity Modeling in Vibration Analysis teaches users how to make predictions about physical systems in a computationally inexpensive manner.
MoreLong description:
Multifidelity Modeling in Vibration Analysis teaches users how to make predictions about physical systems in a computationally inexpensive manner.
The aim of this book is to introduce the concept of multifidelity modeling through structural dynamics case studies. The book focuses on vibration analysis problems to illustrate how multifidelity methods work. Two key methods ? the response surface methods and the co-kriging method ? are discussed to present the reader with state of the art practices that are easy to implement. Also, two different physics-based mathematical models of a system, the Euler-Bernoulli beam model and the Timoshenko beam model, are used at two disparate levels of discretization.
This book will help graduate students, researchers, and scientists who are interested in applying multifidelity models to uncertainty quantification, optimization, and robust and reliability-based design problems of vibration of engineering systems.
MoreTable of Contents:
Chapter 1. Multifidelity Models Chapter 2. Vibration Analysis Chapter 3. Multifidelity Physics with Response Surfaces Chapter 4. Multifidelity Numerics with Response Surfaces Chapter 5. Multifidelity Physics with Co-Kriging Chapter 6. Multifidelity Numerics with Co-Kriging
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