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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...

Täydet tiedot

Tallennettuna:
Päätekijät: Konstantinos Koasidis, Vangelis Marinakis, Haris Doukas, Nikolaos Doumouras, Anastasios Karamaneas, Alexandros Nikas
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI AG 2023-10-01
Sarja:Energies
Aiheet:
energy disaggregation
non-intrusive load monitoring
LSTM-RNN
decision trees
smart meters
time series analysis
Linkit:https://www.mdpi.com/1996-1073/16/21/7315
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