ARIMA vs. LSTM: Forecasting Electricity Consumption

Which model performs better?

Michael Grogan
Towards Data Science
8 min readDec 12, 2020

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Source: Photo by Comfreak from Pixabay

Note: The full article can be found here, along with a link to the relevant GitHub repository for this example.

In this example, the ARIMA and LSTM models are used to predict electricity consumption patterns for the Dublin City Council Civic Offices, Ireland.

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