Nonintrusive Load Monitoring (NILM) Performance Evaluation A unified approach for accuracy reporting

Abstract

Nonintrusive load monitoring (NILM), sometimes referred to as load disaggregation, is the process of determining what loads or appliances are running in a house from analysis of the power signal of the whole-house power meter. As the popularity of NILM grows, we find there is no consistent way researchers are measuring and reporting accuracies. In this short communication, we present a unified approach that would allow for consistent accuracy testing.

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Cite this paper

@inproceedings{Makonin2015NonintrusiveLM, title={Nonintrusive Load Monitoring (NILM) Performance Evaluation A unified approach for accuracy reporting}, author={Stephen Makonin and Fred Popowich}, year={2015} }