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With data-driven modelling towards a successful energy transition

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Publications

Predictability of Power Grid Frequency

Author(s): Johannes Kruse, Benjamin Schafer, Dirk Witthaut
Published in: IEEE Access, Issue 8, 2020, Page(s) 149435-149446, ISSN 2169-3536
DOI: 10.1109/access.2020.3016477

Multilayer modeling of adoption dynamics in energy demand management

Author(s): Iacopo Iacopini, Benjamin Schäfer, Elsa Arcaute, Christian Beck, Vito Latora
Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science, Issue 30/1, 2020, Page(s) 013153, ISSN 1054-1500
DOI: 10.1063/1.5122313

Universal properties of primary and secondary cosmic ray energy spectra

Author(s): Marco Smolla, Benjamin Schäfer, Harald Lesch, Christian Beck
Published in: New Journal of Physics, Issue 22/9, 2020, Page(s) 093002, ISSN 1367-2630
DOI: 10.1088/1367-2630/abaa03

Data-Driven Model of the Power-Grid Frequency Dynamics

Author(s): Leonardo Rydin Gorjao, Mehrnaz Anvari, Holger Kantz, Christian Beck, Dirk Witthaut, Marc Timme, Benjamin Schafer
Published in: IEEE Access, Issue 8, 2020, Page(s) 43082-43097, ISSN 2169-3536
DOI: 10.1109/access.2020.2967834

Wind Power Persistence Characterized by Superstatistics.

Author(s): Christian Beck; Joaquim G. Pinto; Mark Reyers; Marc Timme; Benjamin Schäfer; Benjamin Schäfer; Juliane Weber; Juliane Weber; Dirk Witthaut; Dirk Witthaut
Published in: Scientific reports, 9 (1), Article No.19971, Issue 7, 2020, ISSN 2045-2322
DOI: 10.5445/ir/1000105205

Superstatistical approach to air pollution statistics

Author(s): Christian Beck; Griffin Williams; Benjamin Schäfer
Published in: Phys. Rev. Research, Issue 4, 2020, ISSN 2643-1564
DOI: 10.1103/physrevresearch.2.013019

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

Author(s): Leonardo Rydin Gorjão, Richard Jumar, Heiko Maass, Veit Hagenmeyer, G. Cigdem Yalcin, Johannes Kruse, Marc Timme, Christian Beck, Dirk Witthaut, Benjamin Schäfer
Published in: Nature Communications, Issue 11/1, 2020, ISSN 2041-1723
DOI: 10.1038/s41467-020-19732-7

Stochastic properties of the frequency dynamics in real and synthetic power grids

Author(s): Leonardo Rydin Gorjão; Holger Kantz; Mehrnaz Anvari; Dirk Witthaut; Benjamin Schäfer; Marc Timme
Published in: Physical review research 2(1), 013339 (2020). doi:10.1103/PhysRevResearch.2.013339, Issue 3, 2020, ISSN 2643-1564
DOI: 10.1103/physrevresearch.2.013339

Dynamical modeling of cascading failures in the Turkish power grid

Author(s): Benjamin Schäfer, G. Cigdem Yalcin
Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science, Issue 29/9, 2019, Page(s) 093134, ISSN 1054-1500
DOI: 10.1063/1.5110974

Statistical Characterization of Airplane Delays

Author(s): Mitsokapas, Evangelos; Schäfer, Benjamin; Harris, Rosemary; Beck, Christian
Published in: Scientific Reports, Issue 3, 2021, ISSN 2045-2322
DOI: 10.1038/s41598-021-87279-8