Reputation: 1
How to use multilayer neural network to predict next day energey consumption in r
The objective of this question is to use a multilayer neural network (MLP-NN) to predict the next step-ahead (i.e. next day) electricity consumption for the 11:00 hour case. The first 430 samples will be used as the training data, while the remaining ones will be used as the testing set.
image of the energy consumption data. have 501 of these
Ok so i have no idea where to start. How do i determine the inputs? I have to use autoregressive model. Help
Upvotes: 0
Views: 132
Answers (1)
Reputation: 1
As you know, your data represents a time series. An MLP cannot be used successfully for this type of task. There are other types of networks for Sequence Learning, including the so-called Vanilla RNNs. I recommend that you take a look at this link to better understand how they work.
Upvotes: 0
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