Items related to Operational Modal Analysis: Modeling, Bayesian Inference,...
Synopsis
This book presents operational modal analysis (OMA), employing a coherent and comprehensive Bayesian framework for modal identification and covering stochastic modeling, theoretical formulations, computational algorithms, and practical applications. Mathematical similarities and philosophical differences between Bayesian and classical statistical approaches to system identification are discussed, allowing their mathematical tools to be shared and their results correctly interpreted.
Many chapters can be used as lecture notes for the general topic they cover...
About the Author
Dr. Au is Professor of Uncertainty, Reliability & Risk in the Center for Engineering Dynamics and Institute for Risk & Uncertainty, University of Liverpool (UK); and Chutian Professor in the School of Water Resources & Hydropower Engineering, Wuhan University (China). He holds a PhD (2001, Caltech) in civil engineering and has been working in the area of the monograph for over twenty years. He performs fundamental and applied...
"About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2017
- ISBN 10 9811041172
- ISBN 13 9789811041174
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages565
Buy New
View this item
US$ 320.21
US$ 16.00 shipping from United Kingdom to U.S.A.
Destination, rates & speedsOther Popular Editions of the Same Title
Search results for Operational Modal Analysis: Modeling, Bayesian Inference,...
Stock Image
Operational Modal Analysis: Modeling, Bayesian Inference, Uncertainty Laws
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9789811041174_new
Quantity: Over 20 available
Stock Image
Operational Modal Analysis: Modeling, Bayesian Inference, Uncertainty Laws
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9789811041174
Quantity: Over 20 available
Seller Image
Operational Modal Analysis
Published by
Springer Nature Singapore, Springer Nature Singapore Jul 2017, 2017
ISBN 10: 9811041172
ISBN 13: 9789811041174
New
Hardcover
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book presents operational modal analysis (OMA), employing a coherent and comprehensive Bayesian framework for modal identification and covering stochastic modeling, theoretical formulations, computational algorithms, and practical applications. Mathematical similarities and philosophical differences between Bayesian and classical statistical approaches to system identification are discussed, allowing their mathematical tools to be shared and their results correctly interpreted.The authors provide their data freely in the web athttps://doi.org/10.7910/DVN/7EVTXGMany chapters can be used as lecture notes for the general topic they cover beyond the OMA context. After an introductory chapter (1), Chapters 2-7 present the general theory of stochastic modeling and analysis of ambient vibrations. Readers are first introduced to the spectral analysis of deterministic time series (2) and structural dynamics (3),which do not require the use of probability concepts. The concepts and techniques in these chapters are subsequently extended to a probabilistic context in Chapter 4 (on stochastic processes) and in Chapter 5 (on stochastic structural dynamics). In turn, Chapter 6 introduces the basics of ambient vibration instrumentation and data characteristics, while Chapter 7 discusses the analysis and simulation of OMA data, covering different types of data encountered in practice. Bayesian and classical statistical approaches to system identification are introduced in a general context in Chapters 8 and 9, respectively.Chapter 10 provides an overview of different Bayesian OMA formulations, followed by a general discussion of computational issues in Chapter 11. Efficient algorithms for different contexts are discussed in Chapters 12-14 (single mode, multi-mode, and multi-setup). Intended for readers with a minimal background in mathematics, Chapter 15 presents the 'uncertainty laws' in OMA, one of the latest advances that establish the achievable precision limit of OMA and provide a scientific basis for planning ambient vibration tests. Lastly Chapter 16 discusses the mathematical theory behind the results in Chapter 15, addressing the needs of researchers interested in learning the techniques for further development. Three appendix chapters round out the coverage.This book is primarily intended for graduate/senior undergraduate students and researchers, although practitioners will also find the book a useful reference guide. It covers materials from introductory to advanced level, which are classified accordingly to ensure easy access. Readers with an undergraduate-level background in probability and statistics will find the book an invaluable resource, regardless of whether they are Bayesian or non-Bayesian. 568 pp. Englisch. Seller Inventory # 9789811041174
Quantity: 1 available
Seller Image
Operational Modal Analysis : Modeling, Bayesian Inference, Uncertainty Laws
Published by
Springer Nature Singapore, Springer Nature Singapore, 2017
ISBN 10: 9811041172
ISBN 13: 9789811041174
New
Hardcover
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering. Seller Inventory # 9789811041174
Quantity: 1 available
Stock Image
Operational Modal Analysis: Modeling, Bayesian Inference, Uncertainty Laws
Seller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Brand New. 568 pages. 9.25x6.10x1.50 inches. In Stock. Seller Inventory # x-9811041172
Quantity: 2 available