Robust energy disaggregation using appliance-specific temporal contextual information

Robust energy disaggregation using appliance-specific temporal contextual information

Abstract An extension of the baseline non-intrusive load monitoring approach for energy disaggregation using temporal contextual information is presented in this paper. In detail, the proposed approach uses a two-stage disaggregation methodology with appliance-specific temporal contextual informatio...

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Bibliographic Details
Main Authors: Pascal Alexander Schirmer, Iosif Mporas, Akbar Sheikh-Akbari
Format: Article
Language:English
Published: SpringerOpen 2020-02-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Non-intrusive
Load monitoring
Energy disaggregation
Contextual temporal information
Two-stage energy disaggregation
Online Access:https://doi.org/10.1186/s13634-020-0664-y

Internet

https://doi.org/10.1186/s13634-020-0664-y

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