Device and Time Invariant Features for Transferable Non-Intrusive Load Monitoring

Non-Intrusive Load Monitoring aims to extract the energy consumption of individual electrical appliances through disaggregation of the total power consumption as measured by a single smart meter in a household. Although when data from the same household are used to train a disaggregation model the d...

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Bibliographic Details
Main Authors: Pascal A. Schirmer, Iosif Mporas
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Open Access Journal of Power and Energy
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9768814/