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Dirk Witthaut
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2020 – today
- 2024
- [i25]Carsten Hartmann, Philipp C. Böttcher, David Gross, Dirk Witthaut:
Synchronized states of power grids and oscillator networks by convex optimization. CoRR abs/2403.09185 (2024) - 2023
- [j14]Philipp C. Böttcher
, Leonardo Rydin Gorjão
, Dirk Witthaut
:
Stability Bounds of Droop-Controlled Inverters in Power Grid Networks. IEEE Access 11: 119947-119958 (2023) - [j13]Leonardo Rydin Gorjão, Dirk Witthaut, Pedro G. Lind
:
jumpdiff: A Python Library for Statistical Inference of Jump-Diffusion Processes in Observational or Experimental Data Sets. J. Stat. Softw. 105(4) (2023) - [j12]Florian A. Overberg
, Philipp C. Böttcher
, Dirk Witthaut
, Simon Morgenthaler
:
Emipy: An open-source Python-based tool to analyze industrial emissions in Europe. SoftwareX 23: 101458 (2023) - [c6]Philipp C. Böttcher
, Franz Kaiser
, Henrik Ronellenfitsch
, Vito Latora
, Dirk Witthaut
:
Dual Communities Characterize Structural Patterns and Robustness in Leaf Venation Networks. COMPLEX NETWORKS (2) 2023: 95-107 - [c5]Sebastian Pütz
, Johannes Kruse
, Dirk Witthaut
, Veit Hagenmeyer
, Benjamin Schäfer
:
Regulatory Changes in German and Austrian Power Systems Explored with Explainable Artificial Intelligence. e-Energy (Companion) 2023: 26-31 - [c4]Julius Trebbien, Sebastian Pütz, Benjamin Schäfer, Heidi S. Nygård, Leonardo Rydin Gorjão, Dirk Witthaut:
Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs. ISGT EUROPE 2023: 1-5 - [i24]Philipp C. Böttcher, Leonardo Rydin Gorjão, Dirk Witthaut:
Stability bounds of droop-controlled inverters in power grid networks. CoRR abs/2303.17032 (2023) - [i23]Sebastian Pütz, Johannes Kruse, Dirk Witthaut, Veit Hagenmeyer, Benjamin Schäfer:
Regulatory Changes in Power Systems Explored with Explainable Artificial Intelligence. CoRR abs/2303.17455 (2023) - [i22]Maurizio Titz, Sebastian Pütz, Dirk Witthaut:
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI. CoRR abs/2307.12636 (2023) - [i21]Julius Trebbien, Sebastian Pütz, Benjamin Schäfer, Heidi S. Nygård, Leonardo Rydin Gorjão, Dirk Witthaut:
Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs. CoRR abs/2310.03339 (2023) - [i20]Hannes Hilger, Dirk Witthaut, Manuel Dahmen, Leonardo Rydin Gorjão, Julius Trebbien, Eike Cramer:
Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows. CoRR abs/2311.14033 (2023) - 2022
- [j11]Eike Cramer
, Leonardo Rydin Gorjão
, Alexander Mitsos
, Benjamin Schäfer
, Dirk Witthaut
, Manuel Dahmen
:
Validation Methods for Energy Time Series Scenarios From Deep Generative Models. IEEE Access 10: 8194-8207 (2022) - [j10]Leonardo Rydin Gorjão
, Luigi Vanfretti
, Dirk Witthaut
, Christian Beck
, Benjamin Schäfer
:
Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid. IEEE Access 10: 18065-18073 (2022) - [j9]Raoul Schmidt
, Hauke Haehne, Laura Hillmann
, Jose Casadiego, Dirk Witthaut
, Benjamin Schäfer
, Marc Timme
:
Inferring Topology of Networks With Hidden Dynamic Variables. IEEE Access 10: 76682-76692 (2022) - [j8]Leonardo Rydin Gorjão
, Galib Hassan, Jürgen Kurths, Dirk Witthaut
:
MFDFA: Efficient multifractal detrended fluctuation analysis in python. Comput. Phys. Commun. 273: 108254 (2022) - [j7]Sebastian Pütz, Benjamin Schäfer, Dirk Witthaut, Johannes Kruse:
Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI. Energy Inform. 5 (2022) - [i19]Philipp C. Böttcher, Leonardo Rydin Gorjão, Christian Beck, Richard Jumar, Heiko Maaß, Veit Hagenmeyer, Dirk Witthaut, Benjamin Schäfer:
Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe. CoRR abs/2204.07508 (2022) - [i18]Sebastian Pütz, Benjamin Schäfer, Dirk Witthaut, Johannes Kruse:
Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI. CoRR abs/2204.10727 (2022) - [i17]Eike Cramer, Dirk Witthaut, Alexander Mitsos, Manuel Dahmen:
Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows. CoRR abs/2205.13826 (2022) - [i16]Benjamin Schäfer
, Thiemo Pesch, Debsankha Manik, Julian Gollenstede, Guosong Lin, Hans-Peter Beck, Dirk Witthaut, Marc Timme:
Understanding Braess' Paradox in power grids. CoRR abs/2209.13278 (2022) - [i15]Thorbjørn Lund Onsaker, Heidi S. Nygård, Damià Gomila, Pere Colet, Ralf Mikut, Richard Jumar, Heiko Maaß, Uwe G. Kühnapfel, Veit Hagenmeyer, Dirk Witthaut, Benjamin Schäfer
:
Predicting the power grid frequency of European islands. CoRR abs/2209.15414 (2022) - [i14]Maurizio Titz, Franz Kaiser, Johannes Kruse, Dirk Witthaut:
Predicting Dynamic Stability from Static Features in Power Grid Models using Machine Learning. CoRR abs/2210.09266 (2022) - [i13]Johannes Kruse, Eike Cramer, Benjamin Schäfer, Dirk Witthaut:
Physics-inspired machine learning for power grid frequency modelling. CoRR abs/2211.01481 (2022) - [i12]Julius Trebbien, Leonardo Rydin Gorjão, Aaron Praktiknjo, Benjamin Schäfer, Dirk Witthaut:
Understanding electricity prices beyond the merit order principle using explainable AI. CoRR abs/2212.04805 (2022) - 2021
- [j6]Franz Kaiser
, Dirk Witthaut
:
Universal Statistics of Redistribution Factors and Large Scale Cascades in Power Grids. IEEE Access 9: 67364-67378 (2021) - [j5]Leonardo Rydin Gorjão
, Dirk Witthaut
, Klaus Lehnertz
, Pedro G. Lind
:
Arbitrary-Order Finite-Time Corrections for the Kramers-Moyal Operator. Entropy 23(5): 517 (2021) - [j4]Johannes Kruse
, Benjamin Schäfer, Dirk Witthaut
:
Revealing drivers and risks for power grid frequency stability with explainable AI. Patterns 2(11): 100365 (2021) - [c3]Johannes Kruse
, Benjamin Schäfer, Dirk Witthaut
:
Exploring deterministic frequency deviations with explainable AI. SmartGridComm 2021: 133-139 - [i11]Benjamin Schäfer, Dirk Witthaut, Marc Timme:
How Decentral Smart Grid Control limits non-Gaussian power grid frequency fluctuations. CoRR abs/2104.02657 (2021) - [i10]Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut, Christian Beck, Benjamin Schäfer:
Phase and amplitude synchronisation in power-grid frequency fluctuations in the Nordic Grid. CoRR abs/2105.00228 (2021) - [i9]Johannes Kruse, Benjamin Schäfer, Dirk Witthaut:
Revealing drivers and risks for power grid frequency stability with explainable AI. CoRR abs/2106.04341 (2021) - [i8]Johannes Kruse, Benjamin Schäfer, Dirk Witthaut:
Exploring deterministic frequency deviations with explainable AI. CoRR abs/2106.09538 (2021) - [i7]Johannes Kruse, Benjamin Schäfer, Dirk Witthaut:
Secondary control activation analysed and predicted with explainable AI. CoRR abs/2109.04802 (2021) - [i6]Eike Cramer
, Leonardo Rydin Gorjão, Alexander Mitsos, Benjamin Schäfer, Dirk Witthaut, Manuel Dahmen:
Validation Methods for Energy Time Series Scenarios from Deep Generative Models. CoRR abs/2110.14451 (2021) - 2020
- [j3]Leonardo Rydin Gorjão
, Mehrnaz Anvari
, Holger Kantz
, Christian Beck
, Dirk Witthaut
, Marc Timme
, Benjamin Schäfer
:
Data-Driven Model of the Power-Grid Frequency Dynamics. IEEE Access 8: 43082-43097 (2020) - [j2]Johannes Kruse
, Benjamin Schäfer
, Dirk Witthaut
:
Predictability of Power Grid Frequency. IEEE Access 8: 149435-149446 (2020) - [i5]Johannes Kruse, Benjamin Schäfer, Dirk Witthaut:
Predictability of Power Grid Frequency. CoRR abs/2004.09259 (2020)
2010 – 2019
- 2018
- [c2]Benjamin Schäfer
, Dirk Witthaut
, Marc Timme:
How Decentral Smart Grid Control Limits Non-Gaussian Power Grid Frequency Fluctuations. CCTA 2018: 32-39 - [c1]Benjamin Schäfer, Marc Timme, Dirk Witthaut
:
Isolating the Impact of Trading on Grid Frequency Fluctuations. ISGT Europe 2018: 1-5 - 2017
- [i4]Farnaz Basiri, Jose Casadiego, Marc Timme, Dirk Witthaut:
From State Estimation to Network Reconstruction. CoRR abs/1701.09084 (2017) - [i3]Jonas Hörsch
, Henrik Ronellenfitsch, Dirk Witthaut, Tom Brown
:
Linear Optimal Power Flow Using Cycle Flows. CoRR abs/1704.01881 (2017) - 2016
- [i2]Henrik Ronellenfitsch, Debsankha Manik, Jonas Hörsch
, Tom Brown, Dirk Witthaut:
Dual theory of transmission line outages. CoRR abs/1606.07276 (2016) - 2015
- [i1]Henrik Ronellenfitsch, Marc Timme, Dirk Witthaut:
A Dual Method for Computing Power Transfer Distribution Factors. CoRR abs/1510.04645 (2015)
2000 – 2009
- 2004
- [b1]Dirk Witthaut, Andrea Zierer, Arno Dettmers, Stefan Rohde-Enslin:
Digitalisierung und Erhalt von Digitalisaten in deutschen Museen. nestor Materialien 2, 2004, pp. 1-116 - [j1]Dirk Witthaut, Michael Fleischhauer:
Relation between discrete and continuous teleportation using linear elements. Quantum Inf. Comput. 4(2): 122-133 (2004)
Coauthor Index
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last updated on 2024-05-08 21:00 CEST by the dblp team
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