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The ‘SmartNIALMeter’ electrical appliance disaggregation dataset

Electrical disaggregation, also known as non-intrusive load monitoring (NILM) or non-intrusive appliance load monitoring (NIALM), attempts to recognize the energy consumption of single electrical appliances from the aggregated signal. This capability unlocks several applications, such as giving feed...

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Principais autores: Manuel Vogel, Martin Friedli, Martin Camenzind, Guido Kniesel, Christoph Klemenjak, Gianni Gugolz, Patrick Huber, Alberto Calatroni, Lukas Kaufmann, Andreas Rumsch, Andrew Paice
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2024-10-01
Serier:Data in Brief
Fag:
Non-intrusive load monitoring (NILM)
Load disaggregation
NILM datasets
Power signature
Electric load
Online adgang:http://www.sciencedirect.com/science/article/pii/S2352340924008187
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