ECO Dataset

ECO Dataset Introduction

ECO ( Electricity Consumption and Occupancy) data set is the first data set available that contains both electricity consumption and ground truth occupancy information of households.

It was collected in 6 Swiss households over a period of 8 months. For each of the households, the ECO data set provides:

  • 1 Hz aggregate consumption data. Each measurement contains data on current, voltage, and phase shift for each of the three phases in the household.
  • 1 Hz plug-level data measured from selected appliances.
  • Occupancy information measured through a tablet computer (manual labeling) and a passive infrared sensor (in some of the households).

ECO Dataset Online Resources

The data collection and analysis are done by the team of prof. Wilhelm Kleiminger, their work is available through:

https://www.vs.inf.ethz.ch/res/show.html?what=eco-data

The data set is available through:

http://data-archive.ethz.ch/delivery/DeliveryManagerServlet?dps_pid=IE594964