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Authors: Lamis Hawarah ; Mirieille Jacomino and Stephane Ploix

Affiliation: INP Grenoble, UJF, CNRS, France

ISBN: 978-989-8425-00-3

Keyword(s): Energy consumption, User’s behavior, Bayesian network, Learning system.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Knowledge-Based Systems Applications ; Machine Learning in Control Applications

Abstract: This paper concerns a home automation system of energy management. Such a system aims at keeping under control the energy consumption in housing. The expected energy consumption is scheduled over one day. Each hour a total amount of energy is available that is a resource constraint for the expected energy plan. The expected consumption is totally derived from users behavior which are quite different from one housing to another, and rather difficult to predict. This paper proposes a Learning System to predict the user's requests of energy. The proposed method relies on Bayesian networks.

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Paper citation in several formats:
Hawarah L.; Jacomino M.; Ploix S. and (2010). SMART HOME - From User's Behavior to Prediction of Energy Consumption.In Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-8425-00-3, pages 147-153. DOI: 10.5220/0002947901470153

@conference{icinco10,
author={Lamis Hawarah and Mirieille Jacomino and Stephane Ploix},
title={SMART HOME - From User's Behavior to Prediction of Energy Consumption},
booktitle={Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2010},
pages={147-153},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002947901470153},
isbn={978-989-8425-00-3},
}

TY - CONF

JO - Proceedings of the 7th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - SMART HOME - From User's Behavior to Prediction of Energy Consumption
SN - 978-989-8425-00-3
AU - Hawarah, L.
AU - Jacomino, M.
AU - Ploix, S.
PY - 2010
SP - 147
EP - 153
DO - 10.5220/0002947901470153

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