Table 3 Horizontal displacement of pile top measurement value training sample of S5.

From: Monitoring and deformation of deep excavation engineering based on DFOS technology and hybrid deep learning

Serial number

Multi-step scrolling dataset of the measured values of surface subsidence (mm)

Target value (mm)

1

2

3

4

5

1

4.39

5.42

5.01

5.48

5.47

5.48

2

5.42

5.01

5.48

5.47

5.48

5.43

3

5.01

5.48

5.47

5.48

5.43

5.43

4

5.48

5.47

5.48

5.43

5.43

5.43

5

5.47

5.48

5.43

5.43

5.43

5.43

6

5.48

5.43

5.43

5.43

5.43

5.43

7

5.43

5.43

5.43

5.43

5.43

5.43

8

5.43

5.43

5.43

5.43

5.43

5.44

9

5.43

5.43

5.43

5.43

5.44

5.52

10

5.43

5.43

5.43

5.44

5.52

5.51

11

5.43

5.43

5.44

5.52

5.51

5.57

12

5.43

5.44

5.52

5.51

5.57

5.61

13

5.44

5.52

5.51

5.57

5.61

5.58

14

5.52

5.51

5.57

5.61

5.58

5.64

……

113

11.81

11.76

11.91

12.45

12.21

12.50

114

11.76

11.91

12.45

12.21

12.50

12.72

115

11.91

12.45

12.21

12.50

12.72

12.59