TY - JOUR
T1 - Microscopic Fluctuations in Power-Grid Frequency Recordings at the Subsecond Scale
AU - Schäfer, Benjamin
AU - Rydin Gorjão, Leonardo
AU - Yalcin, G. Cigdem
AU - Förstner, Ellen
AU - Jumar, Richard
AU - Maass, Heiko
AU - Kühnapfel, Uwe
AU - Hagenmeyer, Veit
A2 - Sayama, Hiroki
PY - 2023/3/6
Y1 - 2023/3/6
N2 - Complex systems, such as the power grid, are essential for our daily lives. Many complex systems display multifractal behavior, correlated fluctuations and power laws. Whether the power-grid frequency, an indicator of the balance of supply and demand in the electricity grid, also displays such complexity remains a mostly open question. Within the present article, we utilize highly resolved measurements to quantify the properties of the power-grid frequency, making three key contributions: First, we demonstrate the existence of power laws in power-grid frequency measurements. Second, we show that below one second, the dynamics may fundamentally change, including a suddenly increasing power spectral density, emergence of multifractality and a change of correlation behavior. Third, we provide a simplified stochastic model involving positively correlated noise to reproduce the observed dynamics, possibly linked to frequency-dependent loads. Finally, we stress the need for high-quality measurements and discuss how we obtained the data analyzed here.
AB - Complex systems, such as the power grid, are essential for our daily lives. Many complex systems display multifractal behavior, correlated fluctuations and power laws. Whether the power-grid frequency, an indicator of the balance of supply and demand in the electricity grid, also displays such complexity remains a mostly open question. Within the present article, we utilize highly resolved measurements to quantify the properties of the power-grid frequency, making three key contributions: First, we demonstrate the existence of power laws in power-grid frequency measurements. Second, we show that below one second, the dynamics may fundamentally change, including a suddenly increasing power spectral density, emergence of multifractality and a change of correlation behavior. Third, we provide a simplified stochastic model involving positively correlated noise to reproduce the observed dynamics, possibly linked to frequency-dependent loads. Finally, we stress the need for high-quality measurements and discuss how we obtained the data analyzed here.
U2 - 10.1155/2023/2657039
DO - 10.1155/2023/2657039
M3 - Article
SN - 1099-0526
VL - 2023
JO - Complexity
JF - Complexity
M1 - 2657039
ER -