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Author / Creator / Contributor

1Mohammed Al Saffar
1Petr Musilek

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1Electrical and Computer Engineering, Department of
1Electrical and Computer Engineering, Department of/Journal Articles (Electrical and Computer Engineering)

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1Distributed architecture
1Monte Carlo tree search
1distributed optimization
1multi-agent deep reinforcement learning
1optimal power flow

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1English

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1Article (Published)

Distributed Optimization for Distribution Grids with Stochastic DER using Multi-Agent Deep Reinforcement Learning
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2021-04-01

Mohammed Al Saffar, Petr Musilek

This article develops a special decomposition methodology for the traditional optimal power flow which facilitates optimal integration of stochastic distributed energy resources in power distribution systems. The resulting distributed optimal power flow algorithm reduces the computational...

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Distributed Optimization for Distribution Grids with Stochastic DER using Multi-Agent Deep Reinforcement Learning