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Data-Driven Control Design
Clustering Data-driven Local Control Schemes in Active Distribution Grids
Controllable Distributed Energy Resources (DERs) in Active Distribution Grids (ADGs) provide operational flexibility to system …
Stavros Karagiannopoulos
,
G. Valverde
,
Petros Aristidou
,
G. Hug
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Data-Driven Local Control Design for Active Distribution Grids Using Off-Line Optimal Power Flow and Machine Learning Techniques
The optimal control of distribution networks often requires monitoring and communication infrastructure, either centralized or …
Stavros Karagiannopoulos
,
Petros Aristidou
,
G. Hug
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DOI
Data-driven Control Design Schemes in Active Distribution Grids: Capabilities and Challenges
Today, system operators rely on local control of distributed energy resources (DERs), such as photovoltaic units, wind turbines and …
Stavros Karagiannopoulos
,
R. Dobbe
,
Petros Aristidou
,
D. Callaway
,
G. Hug
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