Synchronization dynamics on power grids in Europe and the United States
Synchronization dynamics on power grids in Europe and the United States
Ódor, G.; Deng, S.; Hartmann, B.; Kelling, J.
Dynamical simulation of the cascade failures on the EU and USA high-voltage power grids has been done via solving the second-order Kuramoto equation. We show that synchronization transition happens by increasing the global coupling parameter K with metasatble states depending on the initial conditions so that hysteresis loops occur. We provide analytic results for the time dependence of frequency spread in the large K approximation and by comparing it with numerics of d=2,3 lattices, we find agreement in the case of ordered initial conditions. However, different power-law (PL) tails occur, when the fluctuations are strong. After thermalizing the systems we allow a single line cut failure and follow the subsequent overloads with respect to threshold values T. The PDFs p(Nf) of the cascade failures exhibit PL tails near the synchronization transition point Kc. Near Kc the exponents of the PL-s for the US power grid vary with T as 1.4≤τ≤2.1, in agreement with the empirical blackout statistics, while on the EU power grid we find somewhat steeper PL-s characterized by 1.4≤τ≤2.4. Below Kc we find signatures of T-dependent PL-s, caused by frustrated synchronization, reminiscent of Griffiths effects. Here we also observe stability growth following the blackout cascades, similar to intentional islanding, but for K>Kc this does not happen. For T
Keywords: Kuramoto model; synchronization; synchronization transition; power grid
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Physical Review E 106(2022), 034311
DOI: 10.1103/PhysRevE.106.034311
Cited 3 times in Scopus -
Contribution to WWW
https://arxiv.org/abs/2205.13472
DOI: 10.48550/arXiv.2205.13472
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- Secondary publication expected
Permalink: https://www.hzdr.de/publications/Publ-34987
Publ.-Id: 34987