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Water level prediction method, water level prediction program and water level predicting device

机译:水位预测方法,水位预测计划和水位预测装置

摘要

PROBLEM TO BE SOLVED: To predict a waver level of a river, a dam, sewage water, etc., with sufficiently high precision while maintaining how high and low correlation between data is when utilizing a neural network so as to predict the water level, according to the disclosure.;SOLUTION: The present disclosure relates to a water level prediction method comprising, in order: a data input step of inputting a region upstream from a water level prediction point and rainfall data before water level prediction time, and the water level prediction point and water level data after the water level prediction time; convolution steps R1-RM of executing processing in a convolution layer and a pooling layer of a convolution neural network on the rainfall data; all combined steps C1-C4 of executing processing of all combined layers of the convolution neural network on the convoluted rainfall data and water level data; and a water level prediction step of predicting water levels at the water level prediction point and water level prediction time.;SELECTED DRAWING: Figure 1;COPYRIGHT: (C)2019,JPO&INPIT
机译:要解决的问题:预测河流,大坝,污水等的动力水平,具有足够高的精度,同时保持数据之间的高度和低的相关性在利用神经网络时,以预测水位,根据本公开。;解决方案:本公开涉及一种水位预测方法,其包括:按顺序:在水位预测时间和水之前输入从水位预测点和降雨数据上游的数据输入步骤水位预测时间后水平预测点和水位数据;卷积步骤R1-RM在卷积层中执行处理和降雨数据上的卷积神经网络的汇集层;所有组合的步骤C1-C4执行卷积神经网络的所有组合层的处理,在复杂的降雨数据和水位数据上;和水平预测步骤,用于预测水位预测点和水位预测时间的水位。;所选绘图:图1;版权:(c)2019,JPO和INPIT

著录项

  • 公开/公告号JP6959840B2

    专利类型

  • 公开/公告日2021-11-05

    原文格式PDF

  • 申请/专利权人 日本無線株式会社;

    申请/专利号JP20170223038

  • 发明设计人 吉田 成志;加藤 朝子;

    申请日2017-11-20

  • 分类号E02B1;G01W1;G06Q50/26;E03F1;

  • 国家 JP

  • 入库时间 2022-08-24 22:08:11

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