Application of a mode shape derivative-based damage index in artificial neural network for structural damage identification in shear frame building

Artificial Neural Networks (ANN) have been proven applicable for updating finite-element (FE) baseline model and structural damage assessment. Most ANN-based damage identification methods use natural frequencies and mode shapes as input layer, limiting their application to quantifying single symmetr...

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Veröffentlicht in:Journal of civil structural health monitoring 2019-07, Vol.9 (3), p.411-423
Hauptverfasser: Paral, Animesh, Singha Roy, Dilip Kr, Samanta, Amiya K.
Format: Artikel
Sprache:eng
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