Non Intrusive Load Monitoring (NILM): A State of the Art

PAAMS (Special Sessions)(2017)

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摘要
The recent increase in smart meters installations in households and small bussiness by electric companies has led to interest in monitoring load techniques in order to provide better quality service and get useful information about appliance usage and user consumption behavior. This works summarizes the current state of the art in Non Intrusive Load Monitoring from its beginning, describes the main process followed in the literature to perform this technique and shows current methods and techniques followed nowadays. The possible application of this techniques in the context of ambient intelligence, energy efficiency, occupancy detection are described. This work also points the current challenges in the field and the future lines of research in this broad topic.
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关键词
NILM,ILM,Dissagregation,Ambient intelligence,Load monitoring,HMM,LSTM
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