Initial REDD Release, Version 1.0
This is the home page for the REDD data set. Below you can download
an initial version of the data set, containing several weeks of power
data for 6 different homes, and high-frequency current/voltage data
for the main power supply of two of these homes. The data itself and
the hardware used to collect it are described more thoroughly
in the Readme below and in the paper:
J. Zico Kolter and Matthew J. Johnson. REDD: A public data set for
energy disaggregation research. In proceedings of the SustKDD
workshop on Data Mining Applications in Sustainability, 2011. [
pdf]
Those wishing to use the dataset in academic work should cite this
paper as the reference. Although the data set is freely available,
for the time being we still ask those interested in the downloading
the data to email us (
kolter@csail.mit.edu
and
mattjj@csail.mit.edu) to
receive the username/password to download the data. See the
readme.txt file for a full description of the different downloads
and their formats