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Identification Methods for Structural Health Monitoring

Eleni Chatzi, Costas Papadimitriou (Herausgeber)

Buch | Hardcover

IX, 170 Seiten

2016 | 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-32075-5 (ISBN)

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The papers in this volume provide an introduction to well known and established system identification methods for structural health monitoring and to more advanced, state-of-the-art tools, able to tackle the challenges associated with actual implementation. Starting with an overview on fundamental methods, introductory concepts are provided on the general framework of time and frequency domain, parametric and non-parametric methods, input-output or output only techniques. Cutting edge tools are introduced including, nonlinear system identification methods; Bayesian tools; and advanced modal identification techniques (such as the Kalman and particle filters, the fast Bayesian FFT method). Advanced computational tools for uncertainty quantification are discussed to provide a link between monitoring and structural integrity assessment. In addition, full scale applications and field deployments that illustrate the workings and effectiveness of the introduced monitoring schemes are demonstrated.

Introduction.- Parametric and non parametric identification methods: an overview.- Parametric methods for the treatment of nonlinear dynamics.- Bayesian parameter estimation.- Bayesian operational modal analysis.- Bayesian uncertainty quantification and propagation (UQ+P): state-of-the-art tools for linear and nonlinear structural dynamics models.- Efficient data fusion and practical considerations for structural identification.- Implementation of identification methodologies on large scale structures.

Erscheinungsdatum	08.10.2016
Reihe/Serie	CISM International Centre for Mechanical Sciences
Zusatzinfo	IX, 170 p. 53 illus., 39 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Technik ► Bauwesen
Schlagworte	Bayesian Computational Techniques • Building repair and maintenance • Engineering • Nonlinear Structural Dynamics Models • Parametric Identification Methods • Structural Health Monitoring • System Identification Techniques
ISBN-10	3-319-32075-0 / 3319320750
ISBN-13	978-3-319-32075-5 / 9783319320755
Zustand	Neuware