Record Details

ODDs: Occupancy Detection Dataset

Harvard Dataverse (Africa Rice Center, Bioversity International, CCAFS, CIAT, IFPRI, IRRI and WorldFish)

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Title ODDs: Occupancy Detection Dataset
 
Identifier https://doi.org/10.7910/DVN/2K9FFE
 
Creator Makonin, Stephen
 
Publisher Harvard Dataverse
 
Description This dataset contains power meter, ambient light, and ambient
temperature sensors readings; including weather and daylight data.
Sensor readings are at 15 minute intervals for about 8 months.



This dataset was originally used in my conference publication An intelligent agent for determining home occupancy using power monitors and light sensors (2011) and the later expanded journal paper Home Occupancy Agent: Occupancy and Sleep Detection (2012).



This dataset monitors the same house that AMPds and should have not limited use for testing very low-frequency load disaggregation (nonintrusive load monitoring  or NILM) algorithms and activity inference algorithms.
 
Subject Computer and Information Science
Earth and Environmental Sciences
Engineering
 
Contributor Makonin, Stephen