Collective nonlinear dynamics and self-organization in decentralized power grids

D Witthaut, F Hellmann, J Kurths, S Kettemann… - Reviews of modern …, 2022 - APS
The ongoing transition to renewable energy supply comes with a restructuring of power
grids, changing their effective interaction topologies, more and more strongly decentralizing …

Perspectives on adaptive dynamical systems

J Sawicki, R Berner, SAM Loos, M Anvari… - … Journal of Nonlinear …, 2023 - pubs.aip.org
Adaptivity is a dynamical feature that is omnipresent in nature, socio-economics, and
technology. For example, adaptive couplings appear in various real-world systems, such as …

[图书][B] Nonlinear dynamics: a concise introduction interlaced with code

G Datseris, U Parlitz - 2022 - books.google.com
This concise and up-to-date textbook provides an accessible introduction to the core
concepts of nonlinear dynamics as well as its existing and potential applications. The book …

Predicting basin stability of power grids using graph neural networks

C Nauck, M Lindner, K Schürholt, H Zhang… - New Journal of …, 2022 - iopscience.iop.org
The prediction of dynamical stability of power grids becomes more important and
challenging with increasing shares of renewable energy sources due to their decentralized …

What adaptive neuronal networks teach us about power grids

R Berner, S Yanchuk, E Schöll - Physical Review E, 2021 - APS
Power grid networks, as well as neuronal networks with synaptic plasticity, describe real-
world systems of tremendous importance for our daily life. The investigation of these …

A new scenario for Braess's paradox in power grids

VA Khramenkov, AS Dmitrichev… - … Interdisciplinary Journal of …, 2022 - pubs.aip.org
We consider several topologies of power grids and analyze how the addition of transmission
lines affects their dynamics. The main example we are dealing with is a power grid that has …

NetworkDynamics. jl—Composing and simulating complex networks in Julia

M Lindner, L Lincoln, F Drauschke… - … Journal of Nonlinear …, 2021 - pubs.aip.org
NetworkDynamics. jl is an easy-to-use and computationally efficient package for simulating
heterogeneous dynamical systems on complex networks, written in Julia, a high-level, high …

Transient chaos enforces uncertainty in the British power grid

L Halekotte, A Vanselow, U Feudel - Journal of Physics …, 2021 - iopscience.iop.org
Multistability is a common phenomenon which naturally occurs in complex networks. If
coexisting attractors are numerous and their basins of attraction are complexly interwoven …

Partial stability criterion for a heterogeneous power grid with hub structures

V Khramenkov, A Dmitrichev, V Nekorkin - Chaos, Solitons & Fractals, 2021 - Elsevier
One of the priority tasks in studying power grids is to find the conditions of their stable
operation. The fundamental requirement is synchronizing all the elements (generators and …

Reinforcement learning optimizes power dispatch in decentralized power grid

Y Lee, H Choi, L Pagnier, CH Kim, J Lee, B Jhun… - Chaos, Solitons & …, 2024 - Elsevier
Effective frequency control in power grids has become increasingly important with the
increasing demand for renewable energy sources. Here, we propose a novel strategy for …