Literature DB >> 33311505

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

Leonardo Rydin Gorjão1,2, Richard Jumar3, Heiko Maass3, Veit Hagenmeyer3, G Cigdem Yalcin4, Johannes Kruse1,2, Marc Timme5, Christian Beck6, Dirk Witthaut1,2, Benjamin Schäfer7.   

Abstract

The electrical energy system has attracted much attention from an increasingly diverse research community. Many theoretical predictions have been made, from scaling laws of fluctuations to propagation velocities of disturbances. However, to validate any theory, empirical data from large-scale power systems are necessary but are rarely shared openly. Here, we analyse an open database of measurements of electric power grid frequencies across 17 locations in 12 synchronous areas on three continents. The power grid frequency is of particular interest, as it indicates the balance of supply and demand and carries information on deterministic, stochastic, and control influences. We perform a broad analysis of the recorded data, compare different synchronous areas and validate a previously conjectured scaling law. Furthermore, we show how fluctuations change from local independent oscillations to a homogeneous bulk behaviour. Overall, the presented open database and analyses constitute a step towards more shared, collaborative energy research.

Entities:  

Year:  2020        PMID: 33311505     DOI: 10.1038/s41467-020-19732-7

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   14.919


  9 in total

1.  Transient dynamics increasing network vulnerability to cascading failures.

Authors:  Ingve Simonsen; Lubos Buzna; Karsten Peters; Stefan Bornholdt; Dirk Helbing
Journal:  Phys Rev Lett       Date:  2008-05-28       Impact factor: 9.161

2.  Emergent Failures and Cascades in Power Grids: A Statistical Physics Perspective.

Authors:  Tommaso Nesti; Alessandro Zocca; Bert Zwart
Journal:  Phys Rev Lett       Date:  2018-06-22       Impact factor: 9.161

3.  Self-organized synchronization in decentralized power grids.

Authors:  Martin Rohden; Andreas Sorge; Marc Timme; Dirk Witthaut
Journal:  Phys Rev Lett       Date:  2012-08-09       Impact factor: 9.161

4.  Inertia location and slow network modes determine disturbance propagation in large-scale power grids.

Authors:  Laurent Pagnier; Philippe Jacquod
Journal:  PLoS One       Date:  2019-03-21       Impact factor: 3.240

5.  Effects of dynamic-demand-control appliances on the power grid frequency.

Authors:  E B Tchawou Tchuisseu; D Gomila; D Brunner; P Colet
Journal:  Phys Rev E       Date:  2017-08-02       Impact factor: 2.529

6.  Small vulnerable sets determine large network cascades in power grids.

Authors:  Yang Yang; Takashi Nishikawa; Adilson E Motter
Journal:  Science       Date:  2017-11-17       Impact factor: 47.728

7.  Escape routes, weak links, and desynchronization in fluctuation-driven networks.

Authors:  Benjamin Schäfer; Moritz Matthiae; Xiaozhu Zhang; Martin Rohden; Marc Timme; Dirk Witthaut
Journal:  Phys Rev E       Date:  2017-06-09       Impact factor: 2.529

8.  Network desynchronization by non-Gaussian fluctuations.

Authors:  Jason Hindes; Philippe Jacquod; Ira B Schwartz
Journal:  Phys Rev E       Date:  2019-11       Impact factor: 2.529

9.  Fluctuation-induced distributed resonances in oscillatory networks.

Authors:  Xiaozhu Zhang; Sarah Hallerberg; Moritz Matthiae; Dirk Witthaut; Marc Timme
Journal:  Sci Adv       Date:  2019-07-31       Impact factor: 14.136

  9 in total
  2 in total

1.  Grid Frequency Measurement through a PLHR Analysis Obtained from an ELF Magnetometer.

Authors:  Francisco Portillo; Alfredo Alcayde; Rosa M García; Nuria Novas; José Antonio Gázquez; Manuel Férnadez-Ros
Journal:  Sensors (Basel)       Date:  2022-04-12       Impact factor: 3.847

2.  Data-driven load profiles and the dynamics of residential electricity consumption.

Authors:  Mehrnaz Anvari; Elisavet Proedrou; Benjamin Schäfer; Christian Beck; Holger Kantz; Marc Timme
Journal:  Nat Commun       Date:  2022-08-06       Impact factor: 17.694

  2 in total

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