Concepedia

Johannes Kruse

JK

Statistics

Publications

8

Citations

249

H-Index

8

Active since

2020

Affiliations

Forschungszentrum Jülich(Current)

University of Cologne

Queen Mary University of London

Karlsruhe Institute of Technology

Norwegian University of Life Sciences

Johannes Kruse is an author at Forschungszentrum Jülich specializing in computing, frequency regulation, and time series analysis.

Publications per year

2020–2024

8

Publications

8

Revealing drivers and risks for power grid frequency stability with explainable AI

Johannes Kruse, Dirk Witthaut · arXiv (Cornell University) · 2021 · 67 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Open database analysis of scaling and spatio-temporal properties of power grid frequencies

Leonardo Rydin Gorjão, Richard Jumar, Veit Hagenmeyer et al. · Nature Communications · 2020 · 59 citations · Full text

Computing, Data Science, Spatial Analysis +12

Predictability of Power Grid Frequency

Johannes Kruse, Benjamin Schäfer, Dirk Witthaut · IEEE Access · 2020 · 33 citations · Full text

Computing, Data Science, Forecasting +14

Secondary control activation analysed and predicted with explainable AI

Johannes Kruse, Benjamin Schäfer, Dirk Witthaut · Electric Power Systems Research · 2022 · 27 citations · Full text

Computing, Psychology, Artificial Intelligence +8

Physics-Informed Machine Learning for Power Grid Frequency Modeling

Johannes Kruse, Eike Cramer, Benjamin Schäfer et al. · PRX Energy · 2023 · 22 citations · Full text

Computing, Computer Science, Physics +16

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