SustData: A Public Dataset for ICT4S Electric Energy Research
Authors
Lucas Pereira, Filipe Quintal, Rodolfo Gonçalves, Nuno Jardim Nunes
Corresponding Author
Lucas Pereira
Available Online August 2014.
- DOI
- 10.2991/ict4s-14.2014.44How to use a DOI?
- Keywords
- Public dataset, sustainability, electric energy, feedback.
- Abstract
Energy and environmental sustainability can benefit a lot from advances in data mining and machine learning techniques. However, those advances rely on the availability of relevant datasets required to develop, improve and validate new techniques. Only recently the first datasets were made publicly available for the energy and sustainability research community. In this paper we present a freely available dataset containing power usage and related information from 50 homes. Here we describe our dataset, the hardware and software setups used when collecting the data and how others can access it. We then discuss potential uses of this data in the future of energy ecofeedback and demand side management research.
- Copyright
- © 2014, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Lucas Pereira AU - Filipe Quintal AU - Rodolfo Gonçalves AU - Nuno Jardim Nunes PY - 2014/08 DA - 2014/08 TI - SustData: A Public Dataset for ICT4S Electric Energy Research BT - Proceedings of the 2014 conference ICT for Sustainability PB - Atlantis Press SP - 359 EP - 368 SN - 2352-538X UR - https://doi.org/10.2991/ict4s-14.2014.44 DO - 10.2991/ict4s-14.2014.44 ID - Pereira2014/08 ER -