Neural Load Disaggregation: Meta-Analysis, Federated Learning and Beyond

Neural Load Disaggregation: Meta-Analysis, Federated Learning and Beyond

Non-intrusive load monitoring (NILM) techniques are central techniques to achieve the energy sustainability goals through the identification of operating appliances in the residential and industrial sectors, potentially leading to increased rates of energy savings. NILM received significant attentio...

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Bibliographic Details
Main Authors: Hafsa Bousbiat, Yassine Himeur, Iraklis Varlamis, Faycal Bensaali, Abbes Amira
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Energies
Subjects:
load disaggregation
neural NILM
federated learning
energy recommender systems
Online Access:https://www.mdpi.com/1996-1073/16/2/991

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