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Fig. 8 | Advanced Modeling and Simulation in Engineering Sciences

Fig. 8

From: Fully convolutional networks for structural health monitoring through multivariate time series classification

Fig. 8

Example of time evolutions of z displacements for stories 1, 4, 8 with SNR\(=15\) dB (from af) and SNR\(=10\) dB (from gl), undamaged state. Low-noise case: \(f_{1,2}^{ax}=\left( 32.8, 28.2 \right) \), \(\gamma _{1,2}^{ax}=\left( 1.38,1.38\right) \). High-noise case: \(f_{1,2}^{ax}=\left( 15.5, 22.0 \right) \), \(\gamma _{1,2}^{ax}=\left( 1.133,-1.140\right) \). Orange lines represent \({\varvec{u}}\), whereas black lines stand for \({\varvec{r}}\), according to Eq. (2). On the right side, a closer view for each left side plot is reported

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