Electrical load prediction using LSTM

prediction of next 720 iteration (1 month) electrical load using a 1 year data.
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Updated 7 Jan 2024

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Since last year, I’ve been using the Long Short-Term Memory (LSTM) method for predicting electrical load, solar irradiation, wind velocity, etc., for very short to very long-term ranges. I’ve tried different methods, and this is by far the best forecasting method I’ve worked with. The richer the data, the better the predictions. To work with this method, you only need to know how to process the data to train the algorithm.
Here is an example of the code that I recently conducted to predict electrical load for one month with 1 year of data.”

Cite As

ashkan toopshekan (2024). Electrical load prediction using LSTM (https://www.mathworks.com/matlabcentral/fileexchange/157236-electrical-load-prediction-using-lstm), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2023b
Compatible with any release
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Version Published Release Notes
1.0.0