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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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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. |
format | Online Article Text |
id | pubmed-4127203 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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