Drive-by damage detection methodology for high-speed railway bridges using sparse autoencoders
Edson Florentino de Souza,
Cássio Bragança,
Diogo Ribeiro
et al.
Abstract:High-speed railway bridges are essential components of any railway transportation system that should keep adequate levels of serviceability and safety. In this context, drive-by methodologies have emerged as a feasible and cost-effective monitoring solution for detecting damage on railway bridges while minimizing train operation interruptions. Moreover, integrating advanced sensor technologies and machine learning algorithms has significantly enhanced structural health monitoring (SHM) for bridges. Despite bei… Show more
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