Predicting Dynamic Stability of Power Grids using Graph Neural Networks

Nauck, Christian; Lindner, Michael; Schürholt, Konstantin; Zhang, Haoming; Schultz, Paul; Kurths, Jürgen; Isenhardt, Ingrid; Hellmann, Frank

doi:10.5281/zenodo.5148085

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Predicting Dynamic Stability of Power Grids using Graph Neural Networks

Nauck, C., Lindner, M., Schürholt, K., Zhang, H., Schultz, P., Kurths, J., Isenhardt, I., Hellmann, F. (2021): Predicting Dynamic Stability of Power Grids using Graph Neural Networks.
https://doi.org/10.5281/zenodo.5148085

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Nauck, Christian¹, ???ENUM_CREATORROLE_AUTHOR???
Lindner, Michael¹, ???ENUM_CREATORROLE_AUTHOR???
Schürholt, Konstantin², ???ENUM_CREATORROLE_AUTHOR???
Zhang, Haoming², ???ENUM_CREATORROLE_AUTHOR???
Schultz, Paul¹, ???ENUM_CREATORROLE_AUTHOR???
Kurths, Jürgen¹, ???ENUM_CREATORROLE_AUTHOR???
Isenhardt, Ingrid², ???ENUM_CREATORROLE_AUTHOR???
Hellmann, Frank¹, ???ENUM_CREATORROLE_AUTHOR???

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1Potsdam Institute for Climate Impact Research, ou_persistent13
2External Organizations, ou_persistent22

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???ViewItemFull_lblDates???: ???ViewItem_lblDatePublishedInPrint???: 2021-08

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???ViewItemFull_lblPublishingInfo???: Geneva : CERN / Zenodo

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???ENUM_IDENTIFIERTYPE_PIKDOMAIN???: RD4 - Complexity Science
???ENUM_IDENTIFIERTYPE_ORGANISATIONALK???: RD4 - Complexity Science
???ENUM_IDENTIFIERTYPE_RESEARCHTK???: Complex Networks
???ENUM_IDENTIFIERTYPE_RESEARCHTK???: Energy
???ENUM_IDENTIFIERTYPE_RESEARCHTK???: Nonlinear Dynamics
???ENUM_IDENTIFIERTYPE_MODELMETHOD???: Machine Learning

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