Structural identification and damage detection using genetic algorithms /
Collection : Structures and infrastructures series ; . 6 Publié par : CRC Press, (Boca Raton ; | New york :) Détails physiques : xii, 146 pages : illustrations ; 26 cm. ISBN :9780415461023; 0415461022; 9780203859438; 020385943X; 9780415876292; 041587629X.Type de document | Site actuel | Cote | Statut | Date de retour prévue | Code à barres | Réservations |
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Livre | La bibliothèque des sciences de l'ingénieur | 624.1710151 KOH (Parcourir l'étagère) | Disponible | 0000000024167 |
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624.171 YOO Stability of structures : | 624.171 YOO Stability of structures : | 624.171 ZIE The finite element method for solid and structural mechanics, sixth edition | 624.1710151 KOH Structural identification and damage detection using genetic algorithms / | 624.17122 FAL VOL.1 Buckling and post buckling structures | 624.172 HUD Waves and wave forces on coastal and ocean structures | 624.175 DYR Wind loads on structures |
Includes bibliographical references (pages 125-130) and index.
1 Introduction -- 2 A Primer to Genetic Algorithms -- 3 An Improved GA Strategy -- 4 Structural Identification by GA -- 5 Output-Only Structural Identification -- 6 Structural Damage Detection -- 7 Experimental Verification Study -- 8 Substructure Methods of Identification.
"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."--Jacket.
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