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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Bibliographic Details

Published in:	IEEE transactions on control systems technology Vol. 24; no. 3; pp. 1044 - 1051
Main Authors:	Piga, Dario, Cominola, Andrea, Giuliani, Matteo, Castelletti, Andrea, Rizzoli, Andrea Emilio
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.05.2016 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Aggregates Algorithms Electricity Energy consumption Energy disaggregation Hidden Markov models Home appliances Households Optimization Power demand sparse optimization Training sparse optimization Energy disaggregation
ISSN:	1063-6536, 1558-0865
Online Access:	Get full text
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