Johannes Kruse

15 papers Journal 12Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cyber-Physical Systems on the Megawatt Scale: The impact of battery control on grid frequency stability. CoRR Carsten Hartmann, Edoardo De Din, Daniele Carta, Florian Middelkoop, Arndt Neubauer, Johannes Kruse, Ulrich Oberhofer, Richard Jumar, Benjamin Schäfer, Thiemo Pesch, Andrea Benigni, Dirk Witthaut
2023	—	`—`	Machine learning of power grid frequency dynamics and control: prediction, explanation and stochastic modelling Johannes Kruse
2023	—	`conf`	Regulatory Changes in German and Austrian Power Systems Explored with Explainable Artificial Intelligence. e-Energy (Companion) Sebastian Pütz, Johannes Kruse, Dirk Witthaut, Veit Hagenmeyer, Benjamin Schäfer
2023	J	`jnl`	Regulatory Changes in Power Systems Explored with Explainable Artificial Intelligence. CoRR Sebastian Pütz, Johannes Kruse, Dirk Witthaut, Veit Hagenmeyer, Benjamin Schäfer
2022	J	`jnl`	Physics-inspired machine learning for power grid frequency modelling. CoRR Johannes Kruse, Eike Cramer, Benjamin Schäfer, Dirk Witthaut
2022	J	`jnl`	Predicting Dynamic Stability from Static Features in Power Grid Models using Machine Learning. CoRR Maurizio Titz, Franz Kaiser, Johannes Kruse, Dirk Witthaut
2022	J	`jnl`	Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI. CoRR Sebastian Pütz, Benjamin Schäfer, Dirk Witthaut, Johannes Kruse
2022	J	`jnl`	Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI. Energy Inform. Sebastian Pütz, Benjamin Schäfer, Dirk Witthaut, Johannes Kruse
2021	—	`conf`	Exploring deterministic frequency deviations with explainable AI. SmartGridComm Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2021	J	`jnl`	Exploring deterministic frequency deviations with explainable AI. CoRR Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2021	J	`jnl`	Revealing drivers and risks for power grid frequency stability with explainable AI. CoRR Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2021	J	`jnl`	Revealing drivers and risks for power grid frequency stability with explainable AI. Patterns Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2021	J	`jnl`	Secondary control activation analysed and predicted with explainable AI. CoRR Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2020	J	`jnl`	Predictability of Power Grid Frequency. IEEE Access Johannes Kruse, Benjamin Schäfer, Dirk Witthaut
2020	J	`jnl`	Predictability of Power Grid Frequency. CoRR Johannes Kruse, Benjamin Schäfer, Dirk Witthaut