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An Evaluation and Implementation of Rule-Based Home Energy Management System Using the Rete Algorithm

In recent years, sensors become popular and Home Energy Management System (HEMS) takes an important role in saving energy without decrease in QoL (Quality of Life). Currently, many rule-based HEMSs have been proposed and almost all of them assume “IF-THEN” rules. The Rete algorithm is a typical patt...

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Detalles Bibliográficos
Autores principales: Kawakami, Tomoya, Fujita, Naotaka, Yoshihisa, Tomoki, Tsukamoto, Masahiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4127203/
https://www.ncbi.nlm.nih.gov/pubmed/25136672
http://dx.doi.org/10.1155/2014/591478
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author Kawakami, Tomoya
Fujita, Naotaka
Yoshihisa, Tomoki
Tsukamoto, Masahiko
author_facet Kawakami, Tomoya
Fujita, Naotaka
Yoshihisa, Tomoki
Tsukamoto, Masahiko
author_sort Kawakami, Tomoya
collection PubMed
description In recent years, sensors become popular and Home Energy Management System (HEMS) takes an important role in saving energy without decrease in QoL (Quality of Life). Currently, many rule-based HEMSs have been proposed and almost all of them assume “IF-THEN” rules. The Rete algorithm is a typical pattern matching algorithm for IF-THEN rules. Currently, we have proposed a rule-based Home Energy Management System (HEMS) using the Rete algorithm. In the proposed system, rules for managing energy are processed by smart taps in network, and the loads for processing rules and collecting data are distributed to smart taps. In addition, the number of processes and collecting data are reduced by processing rules based on the Rete algorithm. In this paper, we evaluated the proposed system by simulation. In the simulation environment, rules are processed by a smart tap that relates to the action part of each rule. In addition, we implemented the proposed system as HEMS using smart taps.
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spelling pubmed-41272032014-08-18 An Evaluation and Implementation of Rule-Based Home Energy Management System Using the Rete Algorithm Kawakami, Tomoya Fujita, Naotaka Yoshihisa, Tomoki Tsukamoto, Masahiko ScientificWorldJournal Research Article In recent years, sensors become popular and Home Energy Management System (HEMS) takes an important role in saving energy without decrease in QoL (Quality of Life). Currently, many rule-based HEMSs have been proposed and almost all of them assume “IF-THEN” rules. The Rete algorithm is a typical pattern matching algorithm for IF-THEN rules. Currently, we have proposed a rule-based Home Energy Management System (HEMS) using the Rete algorithm. In the proposed system, rules for managing energy are processed by smart taps in network, and the loads for processing rules and collecting data are distributed to smart taps. In addition, the number of processes and collecting data are reduced by processing rules based on the Rete algorithm. In this paper, we evaluated the proposed system by simulation. In the simulation environment, rules are processed by a smart tap that relates to the action part of each rule. In addition, we implemented the proposed system as HEMS using smart taps. Hindawi Publishing Corporation 2014 2014-07-20 /pmc/articles/PMC4127203/ /pubmed/25136672 http://dx.doi.org/10.1155/2014/591478 Text en Copyright © 2014 Tomoya Kawakami et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Kawakami, Tomoya
Fujita, Naotaka
Yoshihisa, Tomoki
Tsukamoto, Masahiko
An Evaluation and Implementation of Rule-Based Home Energy Management System Using the Rete Algorithm
title An Evaluation and Implementation of Rule-Based Home Energy Management System Using the Rete Algorithm
title_full An Evaluation and Implementation of Rule-Based Home Energy Management System Using the Rete Algorithm
title_fullStr An Evaluation and Implementation of Rule-Based Home Energy Management System Using the Rete Algorithm
title_full_unstemmed An Evaluation and Implementation of Rule-Based Home Energy Management System Using the Rete Algorithm
title_short An Evaluation and Implementation of Rule-Based Home Energy Management System Using the Rete Algorithm
title_sort evaluation and implementation of rule-based home energy management system using the rete algorithm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4127203/
https://www.ncbi.nlm.nih.gov/pubmed/25136672
http://dx.doi.org/10.1155/2014/591478
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