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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Detalhes bibliográficos
Autores: Bui, Khac Hoai Nam, Jung, Jason J., Camacho, David
Formato: artículo
Fecha de publicación:2018
País:España
Recursos:Universidad Autónoma de Madrid
Repositorio:Biblos-e Archivo. Repositorio Institucional de la UAM
Idioma:inglés
OAI Identifier:oai:repositorio.uam.es:10486/687652
Acesso em linha:http://hdl.handle.net/10486/687652
https://dx.doi.org/10.3390/s18072206
Access Level:acceso abierto
Palavra-chave:Consensual negotiation
Decentralized system
Internet of Agent
Load balancing
Smart decision-making
Smart home energy management system
Informática
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spelling Consensual negotiation-based decision making for connected appliances in smart home management systemsBui, Khac Hoai NamJung, Jason J.Camacho, DavidConsensual negotiationDecentralized systemInternet of AgentLoad balancingSmart decision-makingSmart home energy management systemInformáticaRecently, 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.This research was supported by the Chung-Ang University Research Grants in 2018. In addition, this work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (NRF-2017R1A2B4010774).MDPIDepartamento de Ingeniería InformáticaEscuela Politécnica Superior20182018-07-09research articlehttp://purl.org/coar/resource_type/c_2df8fbb1VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10486/687652https://dx.doi.org/10.3390/s18072206reponame:Biblos-e Archivo. Repositorio Institucional de la UAMinstname:Universidad Autónoma de MadridInglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:repositorio.uam.es:10486/6876522026-06-23T12:46:27Z
dc.title.none.fl_str_mv 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
spellingShingle Consensual negotiation-based decision making for connected appliances in smart home management systems
Bui, Khac Hoai Nam
Consensual negotiation
Decentralized system
Internet of Agent
Load balancing
Smart decision-making
Smart home energy management system
Informática
title_short 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_sort Consensual negotiation-based decision making for connected appliances in smart home management systems
dc.creator.none.fl_str_mv Bui, Khac Hoai Nam
Jung, Jason J.
Camacho, David
author Bui, Khac Hoai Nam
author_facet Bui, Khac Hoai Nam
Jung, Jason J.
Camacho, David
author_role author
author2 Jung, Jason J.
Camacho, David
author2_role author
author
dc.contributor.none.fl_str_mv Departamento de Ingeniería Informática
Escuela Politécnica Superior
dc.subject.none.fl_str_mv Consensual negotiation
Decentralized system
Internet of Agent
Load balancing
Smart decision-making
Smart home energy management system
Informática
topic Consensual negotiation
Decentralized system
Internet of Agent
Load balancing
Smart decision-making
Smart home energy management system
Informática
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.
publishDate 2018
dc.date.none.fl_str_mv 2018
2018-07-09
dc.type.none.fl_str_mv research article
http://purl.org/coar/resource_type/c_2df8fbb1
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv http://hdl.handle.net/10486/687652
https://dx.doi.org/10.3390/s18072206
url http://hdl.handle.net/10486/687652
https://dx.doi.org/10.3390/s18072206
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Biblos-e Archivo. Repositorio Institucional de la UAM
instname:Universidad Autónoma de Madrid
instname_str Universidad Autónoma de Madrid
reponame_str Biblos-e Archivo. Repositorio Institucional de la UAM
collection Biblos-e Archivo. Repositorio Institucional de la UAM
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,301603

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