Learning Task-Aware Energy Disaggregation: a Federated Approach

We consider the problem of learning the energy disaggregation signals for residential load data. Such task is referred as non-intrusive load monitoring (NILM), and in order to find individual devices' power consumption profiles based on aggregated meter measurements, a machine learning model is...

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Hauptverfasser:	Liu, Ruohong, Chen, Yize
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Computer Science - Systems and Control
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