Tuesday, July 15, 2014

GREEND: An Energy Consumption Dataset of Households in Italy and Austria

Some days ago, we got notice that our paper "GREEND: An Energy Consumption Dataset of Households in Italy and Austria" is accepted at the IEEE SmartGridComm 2014. The SmartGridComm 2014 will take place in Venice, a fascinating and marvelous Italian city, on November 3-6, 2014.

GREEND: An Energy Consumption Dataset of Households in Italy and Austria

Andrea Monacchi
, Dominik Egarter, Wilfried Elmenreich, Salvatore D’Alessandro, Andrea M. Tonello

Home energy management systems can be used to monitor and optimize consumption and local production from renewable energy. To assess solutions before their deployment, researchers and designers of those systems demand for energy consumption datasets. In this paper, we present the GREEND dataset, containing detailed power usage information obtained through a measurement campaign in households in Austria and Italy. We provide a description of consumption scenarios and discuss design choices for the sensing infrastructure. Finally, we bench- mark the dataset with state-of-the-art techniques in load disaggregation, occupancy detection and appliance usage mining.
An authors' version is available in arXiv: http://arxiv.org/abs/1405.3100


The GREEND dataset is publicly availble, donwload the newest version at https://sourceforge.net/projects/greend/files/GREEND_0-2_300615.zip


7 comments:

  1. Will you make the dataset public in future? Thanks.

    ReplyDelete
  2. Yes, we will make the dataset public after the presentation at SmarGridComm conference in November

    ReplyDelete
  3. Replies
    1. You can download it from http://greend.sourceforge.net/

      Delete
    2. Download the newest version under https://sourceforge.net/projects/greend/files/GREEND_0-2_300615.zip/download
      It is not password protected.

      Delete