Autonomous load disaggregation approach based on active power measurements

@article{Egarter2015AutonomousLD,
  title={Autonomous load disaggregation approach based on active power measurements},
  author={Dominik Egarter and Wilfried Elmenreich},
  journal={2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops)},
  year={2015},
  pages={293-298}
}
With the help of smart metering valuable information of the appliance usage can be retrieved. In detail, nonintrusive load monitoring (NILM), also called load disaggregation, tries to identify appliances in the power draw of an household. In this paper an unsupervised load disaggregation approach is proposed that works without a priori knowledge about appliances. The proposed algorithm works autonomously in real time. The number of used appliances and the corresponding appliance models are… CONTINUE READING
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