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Electric device recognition and recommendation in real-time based on complex event processing for smart homes

Maitre Julien, Hallé Sylvain, Bouchard Kévin et Gaboury Sébastien. (2019). Electric device recognition and recommendation in real-time based on complex event processing for smart homes. Dans GoodTechs '19 : Proceedings of the 5th EAI International conference on smart objects and technologies for social good. (p. 43-48). New York, NY, United States : Association for computing machinery.

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URL officielle: http://dx.doi.org/doi:10.1145/3342428.3343033

Résumé

In the past 10 years, the question of the care and well-being of the elderly became a priority for modern societies. The number of people over the age of 65 is increasing, while at the same time, resources such as caregivers and funds remain stable. It is in this context that several researchers proposed solutions based on Ambient Intelligence in order to provide targeted assistance according to the needs of the elderly. In this paper, we show to it is possible to recognize electrical appliances in use, based on readings from a unique sensor installed at the main electrical panel of a home. Moreover, when the system observes an unknown appliance being turned on, it can recommend a possible appliance based on the characteristics of its power consumption. An experimental evaluation of the system on real appliances shows a recognition and recommendation rate close to 100%.

Type de document:Chapitre de livre
Date:2019
Lieu de publication:New York, NY, United States
Identifiant unique:10.1145/3342428.3343033
Sujets:Sciences naturelles et génie > Sciences mathématiques > Informatique
Département, module, service et unité de recherche:Départements et modules > Département d'informatique et de mathématique
Éditeurs:Bujari, Armir
Manzoli, Pietro
Mots-clés:computer systems organization, real-time systems, real-time operating systems, information systems, information systems application, decision support systems, theory of computation, logic, automated reasoning, smart homes, electrical signature, appliance recognition, complex event processing, real-time
Déposé le:12 févr. 2021 19:31
Dernière modification:12 févr. 2021 19:31
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