Heterogeneous signal modeling and Spectral-Peephole LSTM architecture for resilient structural health monitoring in complex engineering systems
Structural health monitoring systems play a significant role in the early detection of nonlinear damage mechanisms caused by seismic activity and structural fatigue. Damage occurring in modern structures typically leads to complex deviations in time-series data and distortions in the fundamental frequency components th...
Kubilay Muhammed Sünnetci, Faruk Enes Oğuz, Muharrem Balcı et al.
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