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Authors: Afef Denguir 1 ; Francois Trousset 2 and Jacky Montmain 2

Affiliations: 1 Ecole des Mines d’Ales and Université de Montpellier 2, France ; 2 Ecole des Mines d’Ales, France

ISBN: 978-989-758-039-0

Keyword(s): Energy Optimization, Smart Thermal Control, Thermal Comfort, Preference Model, Choquet Integral, Multi Attribute Utility Theory, Utility Functions, Qualitative Modeling, Approximate Reasoning, Online Learning, Preference Learning.

Related Ontology Subjects/Areas/Topics: Decision Support Systems ; Engineering Applications ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Robotics and Automation ; Signal Processing, Sensors, Systems Modeling and Control

Abstract: In order to ensure thermal energy efficiency and follow government’s thermal guidance, more flexible and efficient buildings’ thermal controls are required. This paper focuses on proposing an efficient, scalable, reusable, and data weak dependent smart thermal control approach based on an aggregated performance and imprecise knowledge of buildings’ thermal specificities. Its main principle is to bypass data unavailability and quantitative models identification issues and to ensure an immediate thermal enhancement. For this, we propose, first, an aggregated performance based smart thermal control in order to identify relevant thermal setpoints. An extended thermal qualitative model is then introduced to guarantee an efficient achievement of the identified thermal setpoints. Uncertainty about how relevant a thermal control is for a given thermal situation is thus reduced using online and preference based learnings.

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Paper citation in several formats:
Denguir, A.; Trousset, F. and Montmain, J. (2014). Aggregated Performance and Qualitative Modeling Based Smart Thermal Control.In Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-758-039-0, pages 63-76. DOI: 10.5220/0005063300630076

@conference{icinco14,
author={Afef Denguir. and Francois Trousset. and Jacky Montmain.},
title={Aggregated Performance and Qualitative Modeling Based Smart Thermal Control},
booktitle={Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2014},
pages={63-76},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005063300630076},
isbn={978-989-758-039-0},
}

TY - CONF

JO - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - Aggregated Performance and Qualitative Modeling Based Smart Thermal Control
SN - 978-989-758-039-0
AU - Denguir, A.
AU - Trousset, F.
AU - Montmain, J.
PY - 2014
SP - 63
EP - 76
DO - 10.5220/0005063300630076

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