Active power residential non-intrusive appliance load monitoring system

Arend J. Bijker, X. Xia, Jiangfeng Zhang
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引用次数: 45

Abstract

Traditional methods for gathering appliance specific data require the installation of individual meters on each appliance of interest. This approach to collect data is not only expensive, but also hard to install. A new non-intrusive load monitoring system (NIALMS) has been developed in this paper which is able to disaggregate the total active power to obtain appliance specific data. The underlying idea is to detect step changes in total active power consumption by a simple optimisation model.
有功电力住宅非侵入式电器负荷监测系统
收集设备特定数据的传统方法需要在每个感兴趣的设备上安装单独的仪表。这种收集数据的方法不仅昂贵,而且难以安装。本文开发了一种新型的非侵入式负荷监测系统(NIALMS),该系统能够对总有功功率进行分解,从而获得设备的具体数据。其基本思想是通过一个简单的优化模型来检测总有功功耗的阶跃变化。
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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