Collective nonlinear dynamics and self-organization in decentralized power grids
The ongoing transition to renewable energy supply comes with a restructuring of power
grids, changing their effective interaction topologies, more and more strongly decentralizing …
grids, changing their effective interaction topologies, more and more strongly decentralizing …
Revealing drivers and risks for power grid frequency stability with explainable AI
Stable operation of an electric power system requires strict operational limits for the grid
frequency. Fluctuations and external impacts can cause large frequency deviations and …
frequency. Fluctuations and external impacts can cause large frequency deviations and …
Reinforcement learning optimizes power dispatch in decentralized power grid
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 …
increasing demand for renewable energy sources. Here, we propose a novel strategy for …
Finite-time correlations boost large voltage angle fluctuations in electric power grids
Decarbonization in the energy sector has been accompanied by an increased penetration of
new renewable energy sources in electric power systems. Such sources differ from …
new renewable energy sources in electric power systems. Such sources differ from …
Rare desynchronization events in power grids: on data implementation and dimensional reductions
T Ritmeester, H Meyer-Ortmanns - Journal of Physics …, 2022 - iopscience.iop.org
We discuss the frequency of desynchronization events in power grids for realistic data input.
We focus on the role of time correlations in the fluctuating power production and propose a …
We focus on the role of time correlations in the fluctuating power production and propose a …
Explicit formulas for the asymptotic variance of a linearized model of a Gaussian disturbance driven power system with a uniform damping-inertia ratio
Serious fluctuations caused by disturbances may lead to instability of power systems. With
the disturbance modeled by a Brownian motion process, the fluctuations are often described …
the disturbance modeled by a Brownian motion process, the fluctuations are often described …
Modal decomposition of the linear swing equation in networks with symmetries
Symmetries are widespread in physical, technological, biological, and social systems and
networks, including power grids. The swing equation is a classic model for the dynamics of …
networks, including power grids. The swing equation is a classic model for the dynamics of …
Quantifying fluctuations for dynamical power systems with stochastic excitations: A power spectral density-based method
Fluctuations of state variables play a pivotal role in analyzing small signal stability of the
power system due to the integration of renewable energy sources. This paper develops a …
power system due to the integration of renewable energy sources. This paper develops a …
System size identification from sinusoidal probing in diffusive complex networks
M Tyloo, R Delabays - Journal of Physics: Complexity, 2021 - iopscience.iop.org
One of the most fundamental characteristic of a complex system is its size (or volume),
which, in many modelling, is represented by the number of its individual components …
which, in many modelling, is represented by the number of its individual components …
Supermodal decomposition of the linear swing equation for multilayer networks
We study the swing equation in the case of a multilayer network in which generators and
motors are modeled differently; namely, the model for each generator is given by second …
motors are modeled differently; namely, the model for each generator is given by second …