A Non-Intrusive Load Monitoring Approach for Very Short Term Power Predictions in Commercial Buildings

23 Jul 2020Karoline BruckeStefan ArensJan-Simon TelleThomas SteensBenedikt HankeKarsten von MaydellCarsten Agert

This paper presents a new algorithm to extract device profiles fully unsupervised from three phases reactive and active aggregate power measurements. The extracted device profiles are applied for the disaggregation of the aggregate power measurements using particle swarm optimization... (read more)

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