Dirk Witthaut
机构: Forschungszentrum Jülich
每年引用次数
引用次数
引用: 6,605
H-指数: 49
I10-指数 : 101
出版物: 159
Data-driven Reconstruction of Last Glacials' Climate Dynamics Suggests Monostable Greenland Temperatures and a Bistable Northern Hemisphere Atmosphere
Leonardo Rydin , Keno Riechers , Forough Hassanibesheli , Dirk Witthaut
AGU Fall Meeting Abstracts 2021 PP35E -1030
2021
Changes in stability and jumps in Dansgaard–Oeschger events: a data analysis aided by the Kramers–Moyal equation
Keno Riechers , Leonardo Rydin Gorjão , Forough Hassanibesheli , Pedro G Lind
A dual method for computing power transfer distribution factors
Henrik Ronellenfitsch , Marc Timme , Dirk Witthaut
IEEE Transactions on Power Systems 32 ( 2) 1007 -1015
65
2016
Nonlocal failures in complex supply networks by single link additions
Dirk Witthaut , Marc Timme
Eur. Phys. J. B 86 377 -377
58
2013
Understanding Braess’ paradox in power grids
Benjamin Schäfer , Thiemo Pesch , Debsankha Manik , Julian Gollenstede
Nature Communications 13 ( 1) 5396 -5396
29
2022
Multivariate probabilistic forecasting of intraday electricity prices using normalizing flows
Eike Cramer , Dirk Witthaut , Alexander Mitsos , Manuel Dahmen
Applied Energy 346 121370 -121370
23
2023
Complexity and persistence of price time series of the European electricity spot market
Chengyuan Han , Hannes Hilger , Eva Mix , Philipp C Böttcher
PRX Energy 1 ( 1) 013002 -013002
21
2022
Spatio-temporal complexity of power-grid frequency fluctuations
Leonardo Rydin Gorjão , Benjamin Schäfer , Dirk Witthaut , Christian Beck
New journal of physics 23 ( 7) 073016 -073016
21
2021
Understanding electricity prices beyond the merit order principle using explainable AI
Julius Trebbien , Leonardo Rydin Gorjão , Aaron Praktiknjo , Benjamin Schäfer
Energy and AI 13 100250 -100250
19
2023
Topological theory of resilience and failure spreading in flow networks
Franz Kaiser , Dirk Witthaut
Physical review research 3 ( 2) 023161 -023161
18
2021
Secondary control activation analysed and predicted with explainable AI
Johannes Kruse , Benjamin Schäfer , Dirk Witthaut ,
Electric power systems research 212 108489 -108489
17
2022
Exploring deterministic frequency deviations with explainable AI
Johannes Kruse , Benjamin Schäfer , Dirk Witthaut
2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) 133 -139
17
2021
Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid
Leonardo Rydin Gorjão , Luigi Vanfretti , Dirk Witthaut , Christian Beck
IEEE Access 10 18065 -18073
12
2022
Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe
Philipp C Böttcher , Leonardo Rydin Gorjão , Christian Beck , Richard Jumar
Energy Advances 2 ( 1) 91 -97
8
2023
Three stages in the co-transformation of the energy and mobility sectors
Simon Morgenthaler , Justus Dünzen , Ingo Stadler , Dirk Witthaut
Renewable and Sustainable Energy Reviews 150 111494 -111494
6
2021
Predicting dynamic stability from static features in power grid models using machine learning
Maurizio Titz , Franz Kaiser , Johannes Kruse , Dirk Witthaut
Chaos: An Interdisciplinary Journal of Nonlinear Science 34 ( 1)
5
2024
Physics-Informed Machine Learning for Power Grid Frequency Modeling
Johannes Kruse , Eike Cramer , Benjamin Schäfer , Dirk Witthaut
PRX energy 2 ( 4) 043003 -043003
5
2023
Collective effects and synchronization of demand in real-time demand response
Chengyuan Han , Dirk Witthaut , Leonardo Rydin Gorjao , Philipp C Böttcher
Journal of Physics: Complexity 3 ( 2) 025002 -025002
5
2022
Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI
Sebastian Pütz , Benjamin Schäfer , Dirk Witthaut , Johannes Kruse
Energy Informatics 5 ( Suppl 4) 46 -46
4
2022
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI
Maurizio Titz , Sebastian Pütz , Dirk Witthaut
Applied Energy 356 122351 -122351
3
2024
Marc Timme Benjamin Schäfer Hans-Jürgen Korsch Leonardo Rydin Gorjão Sandro Wimberger Christian Beck Jan Wohland Henrik Ronellenfitsch Georgios Kordas Debsankha Manik Johannes Kruse Xiaozhu Zhang Vito Latora Holger Hennig Eva-Maria Graefe Malte Schröder Philipp Böttcher Anders Søndberg Sørensen David Campbell