Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring

Abstract

Understanding how appliances in a house consume power is important when making intelligent and informed decisions about conserving energy. Appliances can turn ON and OFF either by the actions of occupants or by automatic sensing and actuation (e.g., thermostat). It is also difficult to understand how much a load consumes at any given operational state… (More)
DOI: 10.1109/TSG.2015.2494592

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