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Structural Identification and Damage Detection Using Genetic Algorithms
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Bibliographic Detail
Publisher CRC Pr I Llc
Publication date December 7, 2009
Pages 146
Binding Hardcover
Edition 1
Book category Adult Non-Fiction
ISBN-13 9780415461023
ISBN-10 0415461022
Dimensions 0.50 by 7 by 10.25 in.
Weight 1.05 lbs.
Original list price $86.95
Other format details sci/tech
Summaries and Reviews
Amazon.com description: Product Description:

Rapid advances in computational methods and computer capabilities have led to a new generation of structural identification strategies. Robust and efficient methods have successfully been developed on the basis of genetic algorithms (GA). This volume presents the development of a novel GA-based identification strategy that contains several advantageous features compared to previous methods. Focusing on structural identification problems with limited and noise contaminated measurements; it provides insight into the effects of various identification parameters on the identification accuracy for systems with known mass. It then proposes a generalization for systems with unknown mass, stiffness and damping properties. The GA identification strategy is subsequently extended for structural damage detection. The findings of the output-only strategy and substructural identification represent a great leap forward from the practical point of view. This book is intended for researchers, engineers and graduate students in structural and mechanical engineering, particularly for those interested in model calibration, parameter estimation and damage detection of structural and mechanical systems using the state-of-the-art GA methodology.


 



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