Which input use to forecast wind speed using MLP

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Wissal Mass 2022-9-9

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https://ww2.mathworks.cn/matlabcentral/answers/1802035-which-input-use-to-forecast-wind-speed-using-mlp

回答： Mir Sahand 2023-11-15

Hello every one,i have a question regarding the neural network (MLP), I would like to know that I could use the maximum and minimum speed as inputs to predict the wind speed. When I've used them, I get a good value from MSE, and vice versa.i forecast the wind speed using(pression ,humidity,temperature as input) and wind speed as target,i have a MLP with 2 hidden layers ,when i add maximal and minimal wind speed in the input i get a goid correlation coefficient(0.998). I really need your answer please. Thanks in advance

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Wissal Mass 2022-9-10

Hi Hiro,thank you so much for your answer,yes you get it correctly.

My question is, do I have the right to add the maximum and minimum speeds as inputs to the model, or will I be the one who gives the value of the speed in the inputs, knowing that I want to predict it in the output, as you know that the sum of the maximum and minimum speed divided by two gives the value of the speed I want to expect.

I hope you understand what I mean. Thanks again

Wissal Mass 2022-9-11