Energy Consumption Forecast

Streaming Data Management and Time Series Analysis

Energy consumption forecast using ARIMA, UCM and LSTM. Part of Streaming data management and time series analysis exam, Data Science Msc @ University of Milan Bicocca

Files

• R markdown contains the R code for ARIMA and UCM models.
• LSTM contains the python implementation of LSTMs.
• Report contains a summary of the work done and the obtained results (italian).