July 1, 2013
Report

Non-Intrusive Load Monitoring Assessment: Literature Review and Laboratory Protocol

Abstract

To evaluate the accuracy of NILM technologies, a literature review was conducted to identify any test protocols or standardized testing approaches currently in use. The literature review indicated that no consistent conventions were currently in place for measuring the accuracy of these technologies. Consequently, PNNL developed a testing protocol and metrics to provide the basis for quantifying and analyzing the accuracy of commercially available NILM technologies. This report discusses the results of the literature review and the proposed test protocol and metrics in more detail.

Revised: September 27, 2013 | Published: July 1, 2013

Citation

Butner R.S., D.J. Reid, M.G. Hoffman, G. Sullivan, and J. Blanchard. 2013. Non-Intrusive Load Monitoring Assessment: Literature Review and Laboratory Protocol Richland, WA: Pacific Northwest National Laboratory.