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Benjamin Schäfer 0001
Person information
- affiliation: Queen Mary University, London, UK
Other persons with the same name
- Benjamin Schäfer 0002 — University of Mannheim, Germany
- Benjamin Schäfer 0003 — Karlsruhe Institute of Technology, Germany
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2020 – today
- 2023
- [j10]Benjamin Schäfer
, Leonardo Rydin Gorjão
Microscopic Fluctuations in Power-Grid Frequency Recordings at the Subsecond Scale. Complex. 2023: 2657039:1-2657039:13 (2023) - [j9]Matthias Hertel, Maximilian Beichter, Benedikt Heidrich, Oliver Neumann, Benjamin Schäfer, Ralf Mikut, Veit Hagenmeyer:
Transformer training strategies for forecasting multiple load time series. Energy Inform. 6(1): 20 (2023) - [c5]Sebastian Pütz
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 - [i22]Ulrich Oberhofer, Leonardo Rydin Gorjão, G. Cigdem Yalcin, Oliver Kamps, Veit Hagenmeyer, Benjamin Schäfer:
Non-linear, bivariate stochastic modelling of power-grid frequency applied to islands. CoRR abs/2301.04551 (2023) - [i21]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) - [i20]Matthias Hertel, Maximilian Beichter, Benedikt Heidrich, Oliver Neumann, Benjamin Schäfer, Ralf Mikut, Veit Hagenmeyer:
Transformer Training Strategies for Forecasting Multiple Load Time Series. CoRR abs/2306.10891 (2023) - [i19]Xinyi Wen, Mehrnaz Anvari, Leonardo Rydin Gorjão, G. Cigdem Yalcin, Veit Hagenmeyer, Benjamin Schäfer:
Non-standard power grid frequency statistics in Asia, Australia, and Europe. CoRR abs/2308.16842 (2023) - [i18]Julius Trebbien, Sebastian Pütz, Benjamin Schäfer, Heidi S. Nygård
Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs. CoRR abs/2310.03339 (2023) - 2022
- [j8]Eike Cramer
Validation Methods for Energy Time Series Scenarios From Deep Generative Models. IEEE Access 10: 8194-8207 (2022) - [j7]Leonardo Rydin Gorjão
Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid. IEEE Access 10: 18065-18073 (2022) - [j6]Raoul Schmidt
Inferring Topology of Networks With Hidden Dynamic Variables. IEEE Access 10: 76682-76692 (2022) - [j5]Benedikt Heidrich, Lisa Mannsperger, Marian Turowski
Boost short-term load forecasts with synthetic data from transferred latent space information. Energy Inform. 5 (2022) - [j4]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) - [i17]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) - [i16]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) - [i15]Benjamin Schäfer, Leonardo Rydin Gorjão, G. Cigdem Yalcin, Ellen Förstner, Richard Jumar, Heiko Maaß, Uwe G. Kühnapfel, Veit Hagenmeyer:
Microscopic fluctuations in power-grid frequency recordings at the sub-second scale. CoRR abs/2208.06379 (2022) - [i14]Benjamin Schäfer
Understanding Braess' Paradox in power grids. CoRR abs/2209.13278 (2022) - [i13]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) - [i12]Johannes Kruse, Eike Cramer, Benjamin Schäfer, Dirk Witthaut:
Physics-inspired machine learning for power grid frequency modelling. CoRR abs/2211.01481 (2022) - [i11]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
- [j3]Johannes Kruse
Revealing drivers and risks for power grid frequency stability with explainable AI. Patterns 2(11): 100365 (2021) - [c3]Johannes Kruse
Exploring deterministic frequency deviations with explainable AI. SmartGridComm 2021: 133-139 - [i10]Benjamin Schäfer, Dirk Witthaut, Marc Timme:
How Decentral Smart Grid Control limits non-Gaussian power grid frequency fluctuations. CoRR abs/2104.02657 (2021) - [i9]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) - [i8]Johannes Kruse, Benjamin Schäfer, Dirk Witthaut:
Revealing drivers and risks for power grid frequency stability with explainable AI. CoRR abs/2106.04341 (2021) - [i7]Johannes Kruse, Benjamin Schäfer, Dirk Witthaut:
Exploring deterministic frequency deviations with explainable AI. CoRR abs/2106.09538 (2021) - [i6]Eder Batista Tchawou Tchuisseu, Eric-Donald Ndogmo, Pavel Procházka, Damià Gomila, Paul Woafo, Pere Colet, Benjamin Schäfer
Secondary frequency control stabilizing voltage dynamics. CoRR abs/2109.02468 (2021) - [i5]Johannes Kruse, Benjamin Schäfer, Dirk Witthaut:
Secondary control activation analysed and predicted with explainable AI. CoRR abs/2109.04802 (2021) - [i4]Eike Cramer
Validation Methods for Energy Time Series Scenarios from Deep Generative Models. CoRR abs/2110.14451 (2021) - 2020
- [j2]Leonardo Rydin Gorjão
Data-Driven Model of the Power-Grid Frequency Dynamics. IEEE Access 8: 43082-43097 (2020) - [j1]Johannes Kruse
Predictability of Power Grid Frequency. IEEE Access 8: 149435-149446 (2020) - [i3]Johannes Kruse, Benjamin Schäfer, Dirk Witthaut:
Predictability of Power Grid Frequency. CoRR abs/2004.09259 (2020) - [i2]Richard Jumar, Heiko Maaß, Benjamin Schäfer, Leonardo Rydin Gorjão, Veit Hagenmeyer:
Power grid frequency data base. CoRR abs/2006.01771 (2020)
2010 – 2019
- 2018
- [c2]Benjamin Schäfer
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 - [i1]Randall Martyr, Benjamin Schäfer, Christian Beck, Vito Latora:
Control of active power for synchronization and transient stability of power grids. CoRR abs/1802.06647 (2018)
Coauthor Index
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