This project has been developed as a research assignment for one of my last BSc courses at Polimi. I was required to study "Forecasting: Principles and Practices" by Rob J. Hyndman and apply all the techniques to electricity demand data provided by ABB.
WhatI analyzed the data, plotted and built forecasting models both for single floors and for whole buildings. Hierarchical models have been used for forecasting full building demand.
HowThe project has been implemented in R and used the forecast and hts (hierarchical time series) packages.