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Effect of disorder and noise in shaping the dynamics of power grids

Abstract : The aim of this paper is to investigate complex dynamic networks which can model high-voltage power grids with renewable, fluctuating energy sources. For this purpose we use the Kuramoto model with inertia to model the network of power plants and consumers. In particular, we analyse the synchronization transition of networks of N phase oscillators with inertia (rotators) whose natural frequencies are bimodally distributed, corresponding to the distribution of generator and consumer power. First, we start from globally coupled networks whose links are successively diluted, resulting in a random Erdös-Renyi network. We focus on the changes in the hysteretic loop while varying inertial mass and dilution. Second, we implement Gaussian white noise describing the randomly fluctuating input power, and investigate its role in shaping the dynamics. Finally, we briefly discuss power grid networks under the impact of both topological disorder and external noise sources.
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https://hal.inria.fr/hal-01965054
Contributor : Simona Olmi <>
Submitted on : Monday, December 24, 2018 - 4:21:12 PM
Last modification on : Wednesday, February 20, 2019 - 9:50:03 AM

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L. Tumash, Simona Olmi, E. Schöll. Effect of disorder and noise in shaping the dynamics of power grids. EPL - Europhysics Letters, European Physical Society/EDP Sciences/Società Italiana di Fisica/IOP Publishing, 2018, 123 (2), pp.20001. ⟨10.1209/0295-5075/123/20001⟩. ⟨hal-01965054⟩

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