Home and building automation (HBA) trends toward the Ambient Intelligence paradigm, which aims to autonomously coordinate and control appliances and subsystems in a given environment. Nevertheless, HBA is based on an explicit user-home interaction and basically enables static and predetermined scenarios. This paper proposes a more flexible multi-agent approach, leveraging semantic-based resource discovery and orchestration for HBA applications. Backward-compatible enhancements to EIB/KNX domotic standard allow to support the semantic characterization of user profiles and device functionalities, thus enabling: 1) negotiation of the most suitable home services/functionalities according to implicit and explicit user needs and 2) device-driven interaction for adapting the environment to context evolution. A power-management problem in HBA is presented as a case study to better clarify the proposal and assess its effectiveness.

Semantic-based resource discovery and orchestration in Home and Building Automation: a multi-agent approach / Ruta, Michele; Scioscia, Floriano; Loseto, Giuseppe; DI SCIASCIO, Eugenio. - In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. - ISSN 1551-3203. - 10:1(2014), pp. TII-12-0729.730-TII-12-0729.741. [10.1109/TII.2013.2273433]

Semantic-based resource discovery and orchestration in Home and Building Automation: a multi-agent approach

RUTA, Michele;SCIOSCIA, Floriano;LOSETO, Giuseppe;DI SCIASCIO, Eugenio
2014-01-01

Abstract

Home and building automation (HBA) trends toward the Ambient Intelligence paradigm, which aims to autonomously coordinate and control appliances and subsystems in a given environment. Nevertheless, HBA is based on an explicit user-home interaction and basically enables static and predetermined scenarios. This paper proposes a more flexible multi-agent approach, leveraging semantic-based resource discovery and orchestration for HBA applications. Backward-compatible enhancements to EIB/KNX domotic standard allow to support the semantic characterization of user profiles and device functionalities, thus enabling: 1) negotiation of the most suitable home services/functionalities according to implicit and explicit user needs and 2) device-driven interaction for adapting the environment to context evolution. A power-management problem in HBA is presented as a case study to better clarify the proposal and assess its effectiveness.
2014
Semantic-based resource discovery and orchestration in Home and Building Automation: a multi-agent approach / Ruta, Michele; Scioscia, Floriano; Loseto, Giuseppe; DI SCIASCIO, Eugenio. - In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. - ISSN 1551-3203. - 10:1(2014), pp. TII-12-0729.730-TII-12-0729.741. [10.1109/TII.2013.2273433]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11589/3298
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