Making home energy usage transparent for households using smart meters

Daniel Akselrad, V. Petcu, Benedikt Romer, Andreas Schmid, Denis Bytschkow, Maximilian Engelken
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引用次数: 7

Abstract

This article describes an approach for a system, which helps to increase energy efficiency in households by providing more transparency of energy consumption on single device level. The main idea is to analyze energy consumption using a smart meter and break it down into its individual characteristic components using an algorithm. Having such data, an online energy efficiency coach can provide households with personalized advice on saving energy on a single-device level with minimal time effort and great social experience. In order to develop such an algorithm, a simulation environment was created, which allows generating a huge number of virtual households based on real measurements of single devices. This article describes the simulation environment, how data is measured and collected and how the platform is set up.
为使用智能电表的家庭提供透明的家庭能源使用情况
本文描述了一种系统方法,该系统通过在单个设备级别提供更多的能源消耗透明度来帮助提高家庭的能源效率。其主要思想是使用智能电表分析能源消耗,并使用算法将其分解为单个特征组件。有了这些数据,在线能源效率教练可以为家庭提供个性化的建议,以最少的时间和丰富的社会经验在单个设备层面上节约能源。为了开发这样的算法,我们创建了一个模拟环境,可以根据单个设备的实际测量结果生成大量的虚拟家庭。本文描述了仿真环境、如何测量和收集数据以及如何建立平台。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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