Adaptive Online-Learning Volt-Var Control for Smart Inverters Using Deep Reinforcement Learning

The increasing penetration of the power grid with renewable distributed generation causes significant voltage fluctuations. Providing reactive power helps balancing the voltage in the grid. This paper proposes a novel adaptive volt-var control algorithm on the basis of deep reinforcement learning. T...

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Manylion Llyfryddiaeth

Prif Awduron:	Kirstin Beyer, Robert Beckmann, Stefan Geißendörfer, Karsten von Maydell, Carsten Agert
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2021-04-01
Cyfres:	Energies
Pynciau:	deep reinforcement learning low-voltage grid reactive power smart inverter voltage control volt-var-optimization
Mynediad Ar-lein:	https://www.mdpi.com/1996-1073/14/7/1991
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!