Interpolation using Neural Networks
2 views (last 30 days)
so my problem is as follows:
I am trying to interpolate the hourly data points between daily measurement data of the wind speed.
I do have the hourly wind speed from 46000 measurement points for one year to use for training,validation etc.
So essentially what I am trying to do is get 24 data points from my neural network and together they should have the same mean as the "real" data.
Since I am beginner concercong neural networks I am not sure how to begin.
Would you say that it is a fitting problem or more of a time series problem?
I am thankful for your help and for all suggestions!
Right now I am using the neural network Matlab Toolbox.
Greg Heath on 26 Mar 2019
Plot the data.
Look at the plots
Are there regions that are seasonal?
Separate the data that is relevant to your problem
Can you subsample the data and preserve the shape?
Obtain a timeseries model and predict
Hope this helps.
THANK YOU FOR FORMALLY ACCEPTING MY ANSWER !