Seabed fine-grained soil engineering classification naming analysis method based on artificial neural network

The invention discloses a seabed fine-grained soil engineering classification naming analysis method based on an artificial neural network, and the method comprises the following steps: 1) obtaining seabed sediment engineering classification data which comprises sediment engineering classification n...

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Hauptverfasser: DONG LIFENG, SONG YUPENG, DU XING, XIU ZONGXIANG, SONG BINGHUI, SUN YONGFU
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention discloses a seabed fine-grained soil engineering classification naming analysis method based on an artificial neural network, and the method comprises the following steps: 1) obtaining seabed sediment engineering classification data which comprises sediment engineering classification naming data based on geotechnical engineering investigation specifications in a region; 2) constructing and training a seabed sediment engineering classification neural network model based on the data obtained in the step 1); 3) inputting the obtained particle size data of sediments to be classifiedinto the neural network model to realize submarine sediment engineering classification analysis; the analysis method is simple to operate, and engineering naming analysis can be realized only by virtue of sediment granularity data; meanwhile, the utilization rate of existing sedimentary classification data and the accuracy of naming the content of sediment particles can be effectively improved; the method greatly reduces