Low-Frequency Non-Intrusive Load Monitoring of Electric Vehicles in Houses with Solar Generation: Generalisability and Transferability

Low-Frequency Non-Intrusive Load Monitoring of Electric Vehicles in Houses with Solar Generation: Generalisability and Transferability

Electrification of transportation is gaining traction as a viable alternative to vehicles that use fossil-fuelled internal combustion engines, which are responsible for a major part of carbon dioxide emissions. This global turn towards electrification of transportation is leading to an exponential e...

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Bibliographic Details
Main Authors: Apostolos Vavouris, Benjamin Garside, Lina Stankovic, Vladimir Stankovic
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Energies
Subjects:
non-intrusive load monitoring (NILM)
energy dissagregation
electric vehicles (EVs)
deep neural networks
transfer learning
Online Access:https://www.mdpi.com/1996-1073/15/6/2200

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https://www.mdpi.com/1996-1073/15/6/2200

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