Microscopic Fluctuations in Power-Grid Frequency Recordings at the Subsecond Scale

被引:3
|
作者
Schaefer, Benjamin [1 ]
Rydin Gorjao, Leonardo [2 ,3 ,4 ]
Yalcin, G. Cigdem [5 ]
Foerstner, Ellen [1 ]
Jumar, Richard [1 ]
Maass, Heiko [1 ]
Kuehnapfel, Uwe [1 ]
Hagenmeyer, Veit [1 ]
机构
[1] Karlsruhe Inst Technol, Inst Automat & Appl Informat, D-76344 Eggenstein Leopoldshafen, Germany
[2] Norwegian Univ Life Sci, Fac Sci & Technol, N-1432 As, Norway
[3] OsloMet Oslo Metropolitan Univ, Dept Comp Sci, N-0130 Oslo, Norway
[4] Forschungszentrum Julich, Inst Energy & Climate Res Syst Anal & Technol Eva, D-52428 Julich, Germany
[5] Istanbul Univ, Dept Phys, TR-34134 Istanbul, Turkiye
关键词
DISTRIBUTIONS; NETWORKS;
D O I
10.1155/2023/2657039
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
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.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid
    Gorjao, Leonardo Rydin
    Vanfretti, Luigi
    Witthaut, Dirk
    Beck, Christian
    Schaefer, Benjamin
    [J]. IEEE ACCESS, 2022, 10 : 18065 - 18073
  • [2] Spatio-temporal complexity of power-grid frequency fluctuations
    Gorjao, Rydin
    Schaefer, Benjamin
    Witthaut, Dirk
    Beck, Christian
    [J]. NEW JOURNAL OF PHYSICS, 2021, 23 (07):
  • [3] The stochastic nature of power-grid frequency in South Africa
    Gorjao, Leonardo Rydin
    Maritz, Jacques
    [J]. JOURNAL OF PHYSICS-COMPLEXITY, 2023, 4 (01):
  • [4] Data-Driven Model of the Power-Grid Frequency Dynamics
    Gorjao, Leonardo Rydin
    Anvari, Mehrnaz
    Kantz, Holger
    Beck, Christian
    Witthaut, Dirk
    Timme, Marc
    Schaefer, Benjamin
    [J]. IEEE ACCESS, 2020, 8 : 43082 - 43097
  • [5] Smart power-grid management
    不详
    [J]. IEEE INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1999, 14 (05): : 7 - 7
  • [6] A Survey of Power-Grid Artificial Intelligence
    Chi, Yingying
    Shen, Li
    Cui, Wenpeng
    Li, Xiyuan
    Wang, Liang
    Qiao, Lei
    [J]. 2019 2ND INTERNATIONAL CONFERENCE ON MECHANICAL ENGINEERING, INDUSTRIAL MATERIALS AND INDUSTRIAL ELECTRONICS (MEIMIE 2019), 2019, : 174 - 180
  • [7] Savings found on power-GRID control
    不详
    [J]. CHEMICAL & ENGINEERING NEWS, 2008, 86 (02) : 36 - 36
  • [8] Research on Power-Grid Crisis Management and Online Intelligent Decision-making System of Power-grid Security
    Li, Shi-hua
    [J]. ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES IV, PTS 1 AND 2, 2014, 889-890 : 1551 - 1554
  • [9] Spontaneous synchrony in power-grid networks
    Adilson E. Motter
    Seth A. Myers
    Marian Anghel
    Takashi Nishikawa
    [J]. Nature Physics, 2013, 9 : 191 - 197
  • [10] Spontaneous synchrony in power-grid networks
    Motter, Adilson E.
    Myers, Seth A.
    Anghel, Marian
    Nishikawa, Takashi
    [J]. NATURE PHYSICS, 2013, 9 (03) : 191 - 197