Nonintrusive Load Monitoring Algorithm Using Mixed-Integer Linear Programming

This paper presents a nonintrusive load monitoring (NILM) algorithm based on mixed-integer linear programming. The formulation deals with the problem of multiple switching that arises when disaggregating individual appliance's consumptions from a compound power measurement. Mixed-integer linear...

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Vydané v:	IEEE transactions on consumer electronics Ročník 64; číslo 2; s. 180 - 187
Hlavní autori:	Wittmann, Fernando Marcos, Lopez, Juan Camilo, Rider, Marcos J.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.05.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Algorithms Energy disaggregation Energy management Hidden Markov models Home appliances Integer programming Linear programming Load modeling load signature mathematical programming Measuring instruments Microsoft Windows Model accuracy Monitoring nonintrusive load monitoring (NILM) Pattern recognition Power consumption Power measurement Reactive power Residential energy Signatures
ISSN:	0098-3063, 1558-4127
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