非侵入式负荷监测技术综述

Prabhash Kumar Sonwani, Manini Swarnkar, Gurpinder Singh, Amit Soni, A. Swarnkar, K. R. Niazi
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引用次数: 0

摘要

非侵入式负荷监测(NILM)是一项新兴技术,用于从消费者的电力负荷剖面中提取有效信息。NILM技术在研究人员中越来越受欢迎,因为它们减少了对外部硬件进行负载监控的需求。这些技术只需要智能电表的数据,从而减少了对其他测量和传感设备的需求。本文综述了非侵入式负荷监测的研究现状。本文讨论了NILM技术在事件检测、负荷监测和能量分解方面的应用。并对研究的不足和未来发展方向进行了展望。本文对未来对NILM技术感兴趣的研究人员具有很大的实用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Review on Non-Intrusive Load Monitoring
Non-Intrusive load monitoring (NILM) is an emerging technology for extracting potent information from a consumer’s electric load profile. The NILM techniques are gaining popularity among researchers as they reduce the requirement for external hardware for load monitoring. These techniques require only the smart meter’s data, thus reducing the need for other measuring and sensing devices. In this paper, the research status of non-intrusive load monitoring has been reviewed. The utilisation of NILM techniques for event detection, load monitoring and energy disaggregation has been discussed in this paper. Furthermore, the research gap and future aspects are discussed. This paper has a great utility factor for upcoming researchers interested in NILM techniques.
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