Proceedings of the 2014 conference ICT for Sustainability

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
https://doi.org/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.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
ICT for Sustainability 2014 (ICT4S-14)
Part of series
Advances in Computer Science Research
Publication Date
August 2014
ISBN
978-94-62520-22-6
ISSN
2352-538X
DOI
https://doi.org/10.2991/ict4s-14.2014.44How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

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  - ICT for Sustainability 2014 (ICT4S-14)
PB  - Atlantis Press
SP  - 359
EP  - 368
SN  - 2352-538X
UR  - https://doi.org/10.2991/ict4s-14.2014.44
DO  - https://doi.org/10.2991/ict4s-14.2014.44
ID  - Pereira2014/08
ER  -