Dynamic response estimation of an equivalent single degree of freedom system using artificial neural network and nonlinear static procedure
Benbokhari Abdellatif,
Chikh Benazouz,
Mébarki Ahmed
Abstract:This paper introduces an innovative methodology for predicting the maximum dynamic response of structures using capacity curves and artificial neural networks (ANNs). This novel approach offers a quick and accurate procedure for estimating target displacements, obviating the need for intricate supplementary computations. The method generates a comprehensive dataset encompassing the bilinear representation of a single-degree-of-freedom (SDOF) characteristic, with ground motion parameters as inputs and maximum i… Show more
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