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

机译:基于Rete算法的基于规则的家庭能源管理系统评估与实现

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摘要

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.
机译:近年来,传感器变得越来越流行,家庭能源管理系统(HEMS)在不降低QoL(生活质量)的前提下,在节约能源方面发挥了重要作用。当前,已经提出了许多基于规则的HEMS,并且几乎所有它们都假设“ IF-THEN”规则。 Rete算法是IF-THEN规则的典型模式匹配算法。当前,我们已经提出了使用Rete算法的基于规则的家庭能源管理系统(HEMS)。在所提出的系统中,用于能量管理的规则由网络中的智能水龙头处理,并且用于处理规则和收集数据的负载被分配给智能水龙头。另外,通过基于Rete算法的处理规则减少了处理和收集数据的数量。在本文中,我们通过仿真评估了提出的系统。在模拟环境中,规则由与每个规则的动作部分相关的智能点击处理。此外,我们使用智能水龙头将建议的系统实现为HEMS。

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