Inferring room-level use of domestic space heating from room temperature and humidity measurements using a deep, dilated convolutional network

Time series data about when heating is on and off in homes can be useful for research on building energy use and occupant behaviours, particularly data at room level and at a granularity of minutes. Direct methods which measure the temperature of radiators and other heaters can be effective at produ...

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Bibliographic Details
Main Authors: Niklas Berliner, Martin Pullinger, Nigel Goddard
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:MethodsX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2215016121001606