/energy-consumption-analysis

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

Primary LanguagePython

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