A Deep Learning Model for Concrete Dam Deformation Prediction Based on RS-LSTM

Table 1

Attribute reduction results of the single-point and multipoint prediction models.

Experience impact factors	Component name	Single-point model SIM	Reduction	Importance evaluation	Multipoint model SIM	Reduction	Importance evaluation
	Water pressure	-5	No	0.12	-4	No	0.10
		-2	No	0.08	-2	No	0.07
		-2	No	0.13	-4	No	0.06
()	Temperature	-5	No	0.42	-7	No	0.33
()		-4	No	0.20	-2	No	0.19
()		0	Yes	0.00	0	Yes	0.00
()		0	Yes	0.00	0	Yes	0.00
	Aging	-2	No	0.02	-2	No	0.02
		-1	No	0.03	-3	No	0.04
	Fracture	-1	Yes	0.00	-2	No	0.06
	Seepage	-2	Yes	0.00	-4	No	0.08
	Uplift pressure	-3	Yes	0.00	-3	No	0.05