Water level prediction method, system, storage medium and equipment
A prediction method and water level technology, applied in neural learning methods, design optimization/simulation, computer-aided design, etc., can solve the problem of low accuracy of water level data
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Embodiment 1
[0046] see figure 1 , which shows the water level prediction method in the first embodiment of the present invention, and the method includes steps S101 to S104:
[0047] S101. Acquire multiple measurement points, obtain historical water level data of the measurement points according to the measurement points, and acquire multiple pre-selected areas in the same water system as the measurement points, and obtain historical rainfall data and historical water level data of the pre-selected areas according to the pre-selected areas Including the change time of the water level value, the historical rainfall data of the pre-selected area includes the rainfall time of the pre-selected area.
[0048] The existing prediction method only selects the rainfall data of the same city as the water level measurement point as input data, but the urban area is huge, and the rainfall varies greatly among districts and counties. The rainfall area is not only in the city, but also in the upper urba...
Embodiment 2
[0056] Please check figure 2 , which shows the water level prediction method in the second embodiment of the present invention, the method includes steps S201 to S205:
[0057] S201. Acquire multiple measurement points, obtain historical water level data of the measurement points according to the measurement points, and acquire multiple pre-selected areas in the same water system as the measurement points, and obtain historical rainfall data and historical water level data of the pre-selected areas according to the pre-selected areas Including the change time of the water level value, the historical rainfall data of the pre-selected area includes the rainfall time of the pre-selected area.
[0058] In the above steps, when selecting the data source, it can be used for single-point forecasting and multi-point forecasting. If it is a single-point forecasting, select the historical water level information of this point for one year, and then select the largest possible area arou...
Embodiment 3
[0086] see Figure 4 , shows the water level prediction system in the third embodiment of the present invention, and the system includes:
[0087] The acquisition module is used to acquire a plurality of measurement points, obtain historical water level data of the measurement points according to the measurement points, and acquire a plurality of pre-selected areas in the same water area system as the measurement points, and obtain a pre-selected area according to the pre-selected areas historical rainfall data, the historical water level data of the measuring point includes the change time of the water level value, and the historical rainfall data of the preselected area includes the rainfall time of the preselected area;
[0088] The data processing module is used to perform data processing on the historical water level data of the measurement point and the historical rainfall data of the pre-selected area respectively, and perform dynamic correlation calculation on the proc...
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