Non-Intrusive Load Monitoring of Residential Water-Heating Circuit Using Ensemble Machine Learning Techniques

Non-Intrusive Load Monitoring of Residential Water-Heating Circuit Using Ensemble Machine Learning Techniques

The recent advancement in computational capabilities and deployment of smart meters have caused non-intrusive load monitoring to revive itself as one of the promising techniques of energy monitoring. Toward effective energy monitoring, this paper presents a non-invasive load inference approach assis...

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Bibliographic Details
Main Authors: Attique Ur Rehman, Tek Tjing Lie, Brice Vallès, Shafiqur Rahman Tito
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Inventions
Subjects:
machine learning
neural networks
ensemble learning
load inference
event detection
feature selection
Online Access:https://www.mdpi.com/2411-5134/5/4/57

Internet

https://www.mdpi.com/2411-5134/5/4/57

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