Non-intrusive load monitoring: A review
PA Schirmer, I Mporas - IEEE Transactions on Smart Grid, 2022 - ieeexplore.ieee.org
The rapid development of technology in the electrical energy sector within the last 20 years
has led to growing electric power needs through the increased number of electrical …
has led to growing electric power needs through the increased number of electrical …
Device and time invariant features for transferable non-intrusive load monitoring
PA Schirmer, I Mporas - IEEE Open Access Journal of Power …, 2022 - ieeexplore.ieee.org
Non-Intrusive Load Monitoring aims to extract the energy consumption of individual
electrical appliances through disaggregation of the total power consumption as measured …
electrical appliances through disaggregation of the total power consumption as measured …
Evaluation of features generated by a high-end low-cost electrical smart meter
C Koutroumpina, S Sioutas, S Koutroubinas, K Tsichlas - Algorithms, 2021 - mdpi.com
The problem of energy disaggregation is the separation of an aggregate energy signal into
the consumption of individual appliances in a household. This is useful, since the goal of …
the consumption of individual appliances in a household. This is useful, since the goal of …
2D transformations of energy signals for energy disaggregation
PA Schirmer, I Mporas - Sensors, 2022 - mdpi.com
The aim of Non-Intrusive Load Monitoring is to estimate the energy consumption of
individual electrical appliances by disaggregating the overall power consumption that has …
individual electrical appliances by disaggregating the overall power consumption that has …
Bayesian Matrix Factorization and Applications
O Dalhoumi - 2022 - spectrum.library.concordia.ca
Nonnegative matrix factorization (NMF) reduces the observed nonnegative matrix into a
product of two nonnegative matrices. Nonnegativity entails two major implications: non …
product of two nonnegative matrices. Nonnegativity entails two major implications: non …