An approximate probabilistic approach for event-based disaggregation
نویسنده
چکیده
We consider the problem of overlap in the power draw between different appliances in nonintrusive load monitoring. We complement the power features by time-on and time-off statistics and use approximate semi-Markov models for robust computationally-efficient disaggregation. The superior disaggregation accuracy of our algorithm is demonstrated on actual household data.
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تاریخ انتشار 2012