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NILMTK presentation slides

Created 5/10/2016 by Oliver Parson
Updated 5/10/2016 by Oliver Parson
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To address this challenge, we present the Non-intrusive Load Monitoring Toolkit (NILMTK); an open source toolkit designed specifically to enable the comparison of energy disaggregation algorithms in a reproducible manner. This work is the first research to compare multiple disaggregation approaches across multiple publicly available data sets. NILMTK includes
  • parsers for a range of existing data sets
  • preprocessing algorithms
  • statistics for describing data sets
  • reference benchmark disaggregation algorithms
  • accuracy metrics

NILMTK homepage:

NILMTK github:
Posted By: Oliver Parson 05/10/16 on 01:16 AM (Pacific Time)
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