femioladipo / energy-consumption-analysis

Autoregressive–moving-average model that uses a stationarized version of the raw time series data to predict future energy consumption.

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Prediction of Daily Energy Consumption in London

About

Predict future energy consumption quantities using time series analysis on previous consumption data. The data provided is a time series from smart-meters in London from end of 2011 to 2014. It contains the daily consumption (kWh) averaged over several households in London.

How to Run

python get_data.py
python pickler.py
python test_pickle.py

About

Autoregressive–moving-average model that uses a stationarized version of the raw time series data to predict future energy consumption.


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Language:Python 100.0%