UNILM applies filter pipelines, probabilistic knapsack on Gaussian appliance models, and labelled partition maps to disaggregate and label appliance energy use, accounting for 93.7% of aggregate consumption.
Domain transform for edge-aware image and video processing
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Universal Non-Intrusive Load Monitoring (UNILM) Using Filter Pipelines, Probabilistic Knapsack, and Labelled Partition Maps
UNILM applies filter pipelines, probabilistic knapsack on Gaussian appliance models, and labelled partition maps to disaggregate and label appliance energy use, accounting for 93.7% of aggregate consumption.