Voltage-Based Load Recognition in Low Voltage Distribution Grids with Deep Learning

Voltage-Based Load Recognition in Low Voltage Distribution Grids with Deep Learning

Due to the increasing penetration of renewable energies in lower voltage level, there is a need to develop new control strategies to stabilize the grid voltage. For this, an approach using deep learning to recognize electric loads in voltage profiles is presented. This is based on the idea to classi...

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Bibliographic Details
Main Authors: Henning Schlachter, Stefan Geißendörfer, Karsten von Maydell, Carsten Agert
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Energies
Subjects:
deep learning
load recognition
low voltage grid
grid management
electric vehicles
Online Access:https://www.mdpi.com/1996-1073/15/1/104

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