NILMTK: An Open Source Toolkit for Non-intrusive Load Monitoring

15 Apr 2014Nipun BatraJack KellyOliver ParsonHaimonti DuttaWilliam KnottenbeltAlex RogersAmarjeet SinghMani Srivastava

Non-intrusive load monitoring, or energy disaggregation, aims to separate household energy consumption data collected from a single point of measurement into appliance-level consumption data. In recent years, the field has rapidly expanded due to increased interest as national deployments of smart meters have begun in many countries... (read more)

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