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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| Format: | Article |
| Language: | English |
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Wiley
2014-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2014/591478 |
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| author | Tomoya Kawakami Naotaka Fujita Tomoki Yoshihisa Masahiko Tsukamoto |
| author_facet | Tomoya Kawakami Naotaka Fujita Tomoki Yoshihisa Masahiko Tsukamoto |
| author_sort | Tomoya Kawakami |
| collection | DOAJ |
| 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 | Article |
| id | doaj-art-dbde1f2d72e240e6a3c1cf11cf495ab1 |
| institution | OA Journals |
| issn | 2356-6140 1537-744X |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-dbde1f2d72e240e6a3c1cf11cf495ab12025-08-20T02:21:17ZengWileyThe Scientific World Journal2356-61401537-744X2014-01-01201410.1155/2014/591478591478An Evaluation and Implementation of Rule-Based Home Energy Management System Using the Rete AlgorithmTomoya Kawakami0Naotaka Fujita1Tomoki Yoshihisa2Masahiko Tsukamoto3Graduate School of Engineering, Kobe University, 1-1 Rokkodai-machi, Nada, Kobe, Hyogo 657-8501, JapanGraduate School of Engineering, Kobe University, 1-1 Rokkodai-machi, Nada, Kobe, Hyogo 657-8501, JapanCybermedia Center, Osaka University, 5-1 Mihogaoka, Ibaraki, Osaka 567-0047, JapanGraduate School of Engineering, Kobe University, 1-1 Rokkodai-machi, Nada, Kobe, Hyogo 657-8501, JapanIn 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.http://dx.doi.org/10.1155/2014/591478 |
| spellingShingle | Tomoya Kawakami Naotaka Fujita Tomoki Yoshihisa Masahiko Tsukamoto An Evaluation and Implementation of Rule-Based Home Energy Management System Using the Rete Algorithm The Scientific World Journal |
| 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 |
| url | http://dx.doi.org/10.1155/2014/591478 |
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