Prediction of voltage distribution using deep learning and identified key smart meter locations

Prediction of voltage distribution using deep learning and identified key smart meter locations

The energy landscape for the Low-Voltage (LV) networks is undergoing rapid changes. These changes are driven by the increased penetration of distributed Low Carbon Technologies, both on the generation side (i.e. adoption of micro-renewables) and demand side (i.e. electric vehicle charging). The prev...

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Bibliographic Details
Main Authors: Maizura Mokhtar, Valentin Robu, David Flynn, Ciaran Higgins, Jim Whyte, Caroline Loughran, Fiona Fulton
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Energy and AI
Subjects:
Voltage prediction
Smart meters
Deep neural learning
Distribution network operation
Big Data Analytics
Analytic methods in power networks
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546821000550

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http://www.sciencedirect.com/science/article/pii/S2666546821000550

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