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Consensual Negotiation-Based Decision Making for Connected Appliances in Smart Home Management Systems

Recently, the concept of Internet of Agent has been introduced as a potential technology that pushes intelligence, data processing, analytics and communication capabilities down to the point where the data originates. In this paper, we introduce a novel approach for a Decentralized Home Energy Manag...

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Detalles Bibliográficos
Autores principales: Bui, Khac-Hoai Nam, Jung, Jason J., Camacho, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6068670/
https://www.ncbi.nlm.nih.gov/pubmed/29987224
http://dx.doi.org/10.3390/s18072206
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author Bui, Khac-Hoai Nam
Jung, Jason J.
Camacho, David
author_facet Bui, Khac-Hoai Nam
Jung, Jason J.
Camacho, David
author_sort Bui, Khac-Hoai Nam
collection PubMed
description Recently, the concept of Internet of Agent has been introduced as a potential technology that pushes intelligence, data processing, analytics and communication capabilities down to the point where the data originates. In this paper, we introduce a novel approach for a Decentralized Home Energy Management System by applying the Internet of Agent concept. In particular, we first present an Internet of Agent framework in terms of sensing, communicating and collaborating among connected appliances. Then, the decentralized management based on consensual negotiation mechanism with several intelligent techniques are proposed for dynamic scheduling connected appliance. Specifically, by applying the Internet of Agent framework, connected appliances are regarded as smart agents that are able to make individual decisions by reaching agreement over the exchange of operations on competitive resources. Furthermore, in this study, the load balancing problem in which load shifting is able to reduce the electricity demand during peak hours is taken into account in order to emphasize the effectiveness of our approach. For the experiment, we develop a simulation of smart home environment to evaluate our approach using NetLogo, a tool which provides real-time analysis in the modeling and simulation domain of complex systems.
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spelling pubmed-60686702018-08-07 Consensual Negotiation-Based Decision Making for Connected Appliances in Smart Home Management Systems Bui, Khac-Hoai Nam Jung, Jason J. Camacho, David Sensors (Basel) Article Recently, the concept of Internet of Agent has been introduced as a potential technology that pushes intelligence, data processing, analytics and communication capabilities down to the point where the data originates. In this paper, we introduce a novel approach for a Decentralized Home Energy Management System by applying the Internet of Agent concept. In particular, we first present an Internet of Agent framework in terms of sensing, communicating and collaborating among connected appliances. Then, the decentralized management based on consensual negotiation mechanism with several intelligent techniques are proposed for dynamic scheduling connected appliance. Specifically, by applying the Internet of Agent framework, connected appliances are regarded as smart agents that are able to make individual decisions by reaching agreement over the exchange of operations on competitive resources. Furthermore, in this study, the load balancing problem in which load shifting is able to reduce the electricity demand during peak hours is taken into account in order to emphasize the effectiveness of our approach. For the experiment, we develop a simulation of smart home environment to evaluate our approach using NetLogo, a tool which provides real-time analysis in the modeling and simulation domain of complex systems. MDPI 2018-07-09 /pmc/articles/PMC6068670/ /pubmed/29987224 http://dx.doi.org/10.3390/s18072206 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bui, Khac-Hoai Nam
Jung, Jason J.
Camacho, David
Consensual Negotiation-Based Decision Making for Connected Appliances in Smart Home Management Systems
title Consensual Negotiation-Based Decision Making for Connected Appliances in Smart Home Management Systems
title_full Consensual Negotiation-Based Decision Making for Connected Appliances in Smart Home Management Systems
title_fullStr Consensual Negotiation-Based Decision Making for Connected Appliances in Smart Home Management Systems
title_full_unstemmed Consensual Negotiation-Based Decision Making for Connected Appliances in Smart Home Management Systems
title_short Consensual Negotiation-Based Decision Making for Connected Appliances in Smart Home Management Systems
title_sort consensual negotiation-based decision making for connected appliances in smart home management systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6068670/
https://www.ncbi.nlm.nih.gov/pubmed/29987224
http://dx.doi.org/10.3390/s18072206
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