10% off all books and free delivery over £50
Buy from our bookstore and 25% of the cover price will be given to a school of your choice to buy more books. *15% of eBooks.

Online Damage Detection in Structural Systems PoliMI SpringerBriefs

View All Editions (1)

The selected edition of this book is not available to buy right now.
Add To Wishlist
Write A Review

About

Online Damage Detection in Structural Systems PoliMI SpringerBriefs Synopsis

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.

About This Edition

ISBN: 9783319025582
Publication date:
Author: Saeed Eftekhar Azam
Publisher: Springer an imprint of Springer International Publishing
Format: Paperback
Pagination: 135 pages
Series: SpringerBriefs in Applied Sciences and Technology
Genres: Engineering: Mechanics of solids
Conservation of buildings and building materials
Digital signal processing (DSP)
Electronics engineering
Probability and statistics