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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Hlavní autoři:	Henning Schlachter, Stefan Geißendörfer, Karsten von Maydell, Carsten Agert
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2021-12-01
Edice:	Energies
Témata:	deep learning load recognition low voltage grid grid management electric vehicles
On-line přístup:	https://www.mdpi.com/1996-1073/15/1/104
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