Non-Intrusive Loads Monitoring Techniques for House Energy Management

Barbara Cannas,Beatrice Canetto,Sara Carcangiu,Alessandra Fanni,Luca Fresi, Mirco Marceddu,Carlo Muscas, Paolo Porcu,Giuliana Sias

2019 1st International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED)（2019）

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摘要

This paper presents the first results of a study, carried out in the framework of an industrial collaboration project, whose aim was the development of a Non-Intrusive Load Monitoring system of electrical device activities to be implemented in an IoT platform for Smart Grid. A load disaggregation algorithm has been developed which implements original strategies to deal with some limits of the methods proposed in the literature.

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关键词

Non-Intrusive Load Monitoring (NILM),electricity consumption,energy disaggregation,features extraction,smart metering

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