Open database analysis of scaling and spatio-temporal properties of power grid frequencies

被引:25
|
作者
Gorjao, Leonardo Rydin [1 ,2 ]
Jumar, Richard [3 ]
Maass, Heiko [3 ]
Hagenmeyer, Veit [3 ]
Yalcin, G. Cigdem [4 ]
Kruse, Johannes [1 ,2 ]
Timme, Marc [5 ,6 ]
Beck, Christian [7 ]
Witthaut, Dirk [1 ,2 ]
Schaefer, Benjamin [7 ]
机构
[1] Forschungszentrum Julich, Inst Energy & Climate Res Syst Anal & Technol Eva, Julich, Germany
[2] Univ Cologne, Inst Theoret Phys, Cologne, Germany
[3] Karlsruhe Inst Technol, Inst Automat & Appl Informat, Karlsruhe, Germany
[4] Istanbul Univ, Dept Phys, TR-34134 Istanbul, Turkey
[5] Tech Univ Dresden, Ctr Adv Elect Dresden Cfaed, Network Dynam, Dresden, Germany
[6] Tech Univ Dresden, Inst Theoret Phys, Dresden, Germany
[7] Queen Mary Univ London, Sch Math Sci, London, England
基金
英国工程与自然科学研究理事会;
关键词
STABILITY; INERTIA; IDENTIFICATION;
D O I
10.1038/s41467-020-19732-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The electrical energy system has attracted much attention from an increasingly diverse research community. Many theoretical predictions have been made, from scaling laws of fluctuations to propagation velocities of disturbances. However, to validate any theory, empirical data from large-scale power systems are necessary but are rarely shared openly. Here, we analyse an open database of measurements of electric power grid frequencies across 17 locations in 12 synchronous areas on three continents. The power grid frequency is of particular interest, as it indicates the balance of supply and demand and carries information on deterministic, stochastic, and control influences. We perform a broad analysis of the recorded data, compare different synchronous areas and validate a previously conjectured scaling law. Furthermore, we show how fluctuations change from local independent oscillations to a homogeneous bulk behaviour. Overall, the presented open database and analyses constitute a step towards more shared, collaborative energy research. Power grid frequencies mirror the state of the grid. Here, Rydin GorjAo et al. analyse measurements of power grid frequencies across areas and continents and uncover scaling laws of their fluctuations and spatio-temporal dynamics, which could aid the design, operation and control of power systems.
引用
收藏
页数:11
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