Method for short-term prediction of salt tide at water intake in tidal river region
A water intake and river technology, applied in water conservancy projects, river regulation, water conservancy engineering equipment, etc., can solve the problems of lack of guiding significance, short time scale, and inability to reflect the situation of water intake, so as to improve the quality of prediction and ensure safe supply , the effect of reducing workload and risk
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[0038] Please refer to the technical scheme design structure of the present invention figure 1 . The whole system includes the following working steps:
[0039] 1. System initialization:
[0040] (1): The network structure is determined. For BP neural network, any continuous function in a closed interval can be approximated by a single hidden layer BP network, so a three-layer BP network can complete any n-dimensional to m-dimensional mapping, so choose a 3-layer BP neural network for salty tide forecast.
[0041] To select the optimal number of neurons in the hidden layer, refer to the following formula:
[0042] Σ i = 0 n j C n m i > k - - - ( 1 )
[0043] Where k——is the number of samples;
[0044] ...
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