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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 …
Review of dynamic and transient modeling of power electronic converters for converter dominated power systems
In response to national and international carbon reduction goals, renewable energy
resources like photovoltaics (PV) and wind, and energy storage technologies like fuel-cells …
resources like photovoltaics (PV) and wind, and energy storage technologies like fuel-cells …
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 …
Data-driven modeling of power system dynamics: Challenges, state of the art, and future work
With the continual deployment of power-electronics-interfaced renewable energy resources,
increasing privacy concerns due to deregulation of electricity markets, and the diversification …
increasing privacy concerns due to deregulation of electricity markets, and the diversification …
Open database analysis of scaling and spatio-temporal properties of power grid frequencies
The electrical energy system has attracted much attention from an increasingly diverse
research community. Many theoretical predictions have been made, from scaling laws of …
research community. Many theoretical predictions have been made, from scaling laws of …
Dynamical model for power grid frequency fluctuations: Application to islands with high penetration of wind generation
We study the effects of a high share of wind generation on the frequency fluctuations of
power grids on islands. We propose a dynamical model that includes conventional and …
power grids on islands. We propose a dynamical model that includes conventional and …
Complexity and persistence of price time series of the European electricity spot market
The large variability of renewable power sources is a central challenge in the transition to a
sustainable energy system. Electricity markets are central for the coordination of electric …
sustainable energy system. Electricity markets are central for the coordination of electric …
Predictability of power grid frequency
The power grid frequency is the central observable in power system control, as it measures
the balance of electrical supply and demand. A reliable frequency forecast can facilitate …
the balance of electrical supply and demand. A reliable frequency forecast can facilitate …
Stochastic properties of the frequency dynamics in real and synthetic power grids
The frequency constitutes a key state variable of electrical power grids. However, as the
frequency is subject to several sources of fluctuations, ranging from renewable volatility to …
frequency is subject to several sources of fluctuations, ranging from renewable volatility to …
Physics-informed machine learning for power grid frequency modeling
The operation of power systems is affected by diverse technical, economic, and social
factors. Social behavior determines load patterns, electricity markets regulate the …
factors. Social behavior determines load patterns, electricity markets regulate the …