Equipment- and Time-Constrained Data Acquisition Protocol for Non-Intrusive Appliance Load Monitoring

Energy behaviours will play a key role in decarbonising the building sector but require the provision of tailored insights to assist occupants to reduce their energy use. Energy disaggregation has been proposed to provide such information on the appliance level without needing a smart meter plugged...

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Autors principals:	Konstantinos Koasidis, Vangelis Marinakis, Haris Doukas, Nikolaos Doumouras, Anastasios Karamaneas, Alexandros Nikas
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2023-10-01
Col·lecció:	Energies
Matèries:	energy disaggregation non-intrusive load monitoring LSTM-RNN decision trees smart meters time series analysis
Accés en línia:	https://www.mdpi.com/1996-1073/16/21/7315
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