Exploiting IoT-based sensed data in smart buildings to model its energy consumption

Dufour, Luc (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)) ; Moreno, Victoria (University of Murcia, Spain) ; Genoud, Dominique (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)) ; Skarmeta, Antonio (University of Murcia, Spain) ; Jara, Antonio (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)) ; Ladevie, Bruno (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)) ; Bezian, Jean-Jacques (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis))

Due to the high impact that energy consumption of buildings has at global scale, it has been stated the need of achieving energy-efficient buildings to reduce CO2 emissions and energy consumption at global scale. In this work we propose to model the energy consumption associated with services provided in buildings to help select the best strategies to save energy. To verify the feasibility of the proposed approach using measurements of relevant parameters affecting, we carry out some analysis in a reference building of which we have contextual data. Firstly, we provide a complete characterization of this building in term of its energy consumption and generate accurate building models able to predict its energy consumption given a concrete set of inputs. Finally, considering the generated energy usage profile of the building, we propose some concrete control actions and strategies to save energy.


Mots-clés:
Type de conférence:
full paper
Faculté:
Economie et Services
Ecole:
HEG VS HES-SO Valais-Wallis - Haute Ecole de Gestion & Tourisme
Institut:
Institut Informatique de gestion
Classification:
Informatique
Adresse bibliogr.:
London, United Kingdom, 08-12 June 2015
Date:
London, United Kingdom
08-12 June 2015
2015
Pagination:
6 p.
Publié dans
Proceedings of International Conference on Communications (ICC) 2015
DOI:
ISSN:
978-1-4673-6432-4
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 Notice créée le 2015-11-19, modifiée le 2018-08-31

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