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Detection of Appliance Utilization Patterns via Dimensionality Reduction
2019
2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America)
This paper focuses on the detection of utilization patterns in electricity residential consumption, which are closely related to the occupant characteristics (e.g. number, age, occupancy, and social class). Our goal is to identify groups of appliances that are often used together via their statistically relatedness. This relation might be obvious (as in TV and Home Theater), or not. The results can be used, for example, to guide a recommendations letter from the energy supplier to the final
doi:10.1109/isgt-la.2019.8895285
fatcat:mael52qijjfq5ebjywtftrf364