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Viac informácií o knihe Online Damage Detection in Structural Systems

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Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Books in English Technology, engineering, agriculture Mechanical engineering & materials Materials science

• Celý názov: Online Damage Detection in Structural Systems
• Podnázov: Applications of Proper Orthogonal Decomposition, and Kalman and Particle Filters
• Autor: Saeed Eftekhar Azam
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 135
• EAN: 9783319025582
• ISBN: 3319025589
• ID: 02094099
• Nakladateľ: Springer International Publishing AG
• Hmotnosť: 237 g
• Rozmery: 235 × 155 × 13 mm
• Dátum vydania: 22. January 2014

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