Sparse Optimization for Automated Energy End Use Disaggregation

Retrieving the household electricity consumption at individual appliance level is an essential requirement to assess the contribution of different end uses to the total household consumption, and thus to design energy saving policies and user-tailored feedback for reducing household electricity usag...

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Veröffentlicht in:	IEEE transactions on control systems technology 2016-05, Vol.24 (3), p.1044-1051
Hauptverfasser:	Piga, Dario, Cominola, Andrea, Giuliani, Matteo, Castelletti, Andrea, Rizzoli, Andrea Emilio
Format:	Artikel
Sprache:	eng
Schlagworte:	Aggregates Algorithms Electricity Energy consumption Energy disaggregation Hidden Markov models Home appliances Households Optimization Power demand sparse optimization Training
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