Online Damage Detection in Structural Systems

Name: Online Damage Detection in Structural Systems
Brand: Springer International Publishing AG
SKU: 9783319025582
Price: 276.36 RON
Availability: InStock

Applications of Proper Orthogonal Decomposition, and Kalman and Particle Filters

Autor: Saeed Eftekhar Azam

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Legare: Carte broșată

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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This monograph assesses in depth the application of recursive Bayesian filters in structural health...

Informații despre carte

Autor

Saeed Eftekhar Azam

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2014

Pagini

135

EAN

9783319025582

ISBN

3319025589

Enbook ID

02094099

Editura

Springer International Publishing AG

Greutate

237

Dimensiuni

155 x 235 x 13

Descriere completă

This monograph assesses in depth the application of recursive Bayesian filters in structural health monitoring. Although the methods and algorithms used here are well established in the field of automatic control, their application in the realm of civil engineering has to date been limited. The monograph is therefore intended as a reference for structural and civil engineers who wish to conduct research in this field. To this end, the main notions underlying the families of Kalman and particle filters are scrutinized through explanations within the text and numerous numerical examples. The main limitations to their application in monitoring of high-rise buildings are discussed, and a remedy based on a synergy of reduced order modeling (based on proper orthogonal decomposition) and Bayesian estimation is proposed. The performance and effectiveness of the proposed algorithm is demonstrated via pseudo-experimental evaluations.

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Online Damage Detection in Structural Systems

Applications of Proper Orthogonal Decomposition, and Kalman and Particle Filters

Informații despre carte

Descriere completă

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