Intelligent displacement prediction method of embedded wading type landslide feature information

The invention discloses an intelligent displacement prediction method with embedded wading type landslide feature information. The method comprises the following steps: 1) constructing a universal linear layer and a nonlinear layer; 2) constructing a functional block 1, a functional block 2 and a fu...

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Hauptverfasser: ZHANG LINCHONG, XIANG XUEKUN, SUN FAN, LI BAIYI, WANG GUILIN, XU HONG, YANG XINJIE, YUE JIAHAO, KANG YANFEI
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses an intelligent displacement prediction method with embedded wading type landslide feature information. The method comprises the following steps: 1) constructing a universal linear layer and a nonlinear layer; 2) constructing a functional block 1, a functional block 2 and a functional block 3; 3) acquiring time sequence data x corresponding to landslide displacement as input data x1 of the functional block 1, and inputting the time sequence data x into the functional block 1 to obtain an output back-measurement value # imgabs0 # and a landslide displacement predicted value # imgabs1 #; 4) taking a residual error of the input data x1 and the output back-measurement value # imgabs2 # as input data x2 of the functional block 2, and inputting the input data x2 into the functional block 2 to obtain a landslide displacement predicted value # imgabs0 # and a landslide displacement predicted value # imgabs0 #; 5) taking a residual error of the input data x2 and the output back measurement value