Seismic Damage Identification of Composite Cable-Stayed Bridges Using Support Vector Machines and Wavelet Networks

نویسندگان

چکیده

A seismic damage identification method for composite cable-stayed bridges has been developed. The proposed is based on a Support Vector Machine (SVM) and Wavelet Network (WN). shaking table test of bridge employed to verify the accuracy WNSVM method; results show that nonlinear Finite Element Model (FEM) can correctly simulate single-tower bridge, learning samples be produced FEM. structural identified by are in good agreement with those obtained test, maximum error less than 8%. Therefore, used bridges.

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ژورنال

عنوان ژورنال: Sustainability

سال: 2022

ISSN: ['2071-1050']

DOI: https://doi.org/10.3390/su15010108