Siamese recurrent neural networks for the robust classification of grid disturbances in transmission power systems considering unknown events by André Kummerow, Cristian Monsalve, Peter Bretschneider

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Outlier Detection Methods for Uncovering of Critical Events in Historical Phasor Measurement Records by André Kummerow, Steffen Nicolai, Peter Bretschneider

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Siamese Sigmoid Networks for the open classification of grid disturbances in power transmission systems by André Kummerow, Mohammad Dirbas, Cristian Monsalve, Peter Bretschneider

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Generating Synthetic Electricity Load Time Series at District Scale Using Probabilistic Forecasts by Lucas Richter, Tom Bender, Steve Lenk, Peter Bretschneider

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Combined Network Intrusion and Phasor Data Anomaly Detection for Secure Dynamic Control Centers by André Kummerow, Kevin Schäfer, Parul Gupta, Steffen Nicolai, Peter Bretschneider

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Design and Implementation of a Hierarchical Digital Twin for Power Systems Using Real-Time Simulation by Stephan Ruhe, Kevin Schaefer, Stefan Branz, Steffen Nicolai, Peter Bretschneider, Dirk Westermann

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