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One-minute frequency disturbances from unintended synchronization in cyber–physical power systems

Hartmann, Carsten; Din, Edoardo De; Carta, Daniele; Middelkoop, Florian; Neubauer, Arndt; Kruse, Johannes; Oberhofer, Ulrich 1; Jumar, Richard ORCID iD icon 1; Schäfer, Benjamin ORCID iD icon 1; Pesch, Thiemo; Benigni, Andrea; Witthaut, Dirk
1 Institut für Automation und angewandte Informatik (IAI), Karlsruher Institut für Technologie (KIT)

Abstract:

Electric power systems are evolving into cyber–physical infrastructures shaped by power electronics and digital control. As inverter-based generation alters system dynamics and digitalization heightens vulnerability to errors and attacks, cyber–physical coupling can also introduce subtle system-level effects. Here we show that grid-frequency time series worldwide exhibit a persistent 1-min oscillatory pattern whose origin has remained unexplained. We show that clock-synchronized control software in digitally controlled energy devices, particularly uninterruptible power supplies and battery energy storage systems, generates periodic power-demand peaks that propagate across voltage levels and can give rise to the observed pattern. The pattern amplitude has increased substantially in several grids over recent years, contributing to wear and tear in hydropower systems and motivating stricter frequency-control requirements. The rapid expansion of battery storage, data centres and the Internet-of-Things may further amplify such cyber–physical power oscillations, highlighting the need for improved control design.


Verlagsausgabe §
DOI: 10.5445/IR/1000198971
Veröffentlicht am 10.11.2026
Originalveröffentlichung
DOI: 10.1038/s41560-026-02144-0
Scopus
Zitationen: 1
Web of Science
Zitationen: 1
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Automation und angewandte Informatik (IAI)
Publikationstyp Zeitschriftenaufsatz
Publikationsdatum 30.10.2026
Sprache Englisch
Identifikator ISSN: 2058-7546
KITopen-ID: 1000198971
Erschienen in Nature Energy
Verlag Nature Research
Nachgewiesen in Scopus
Web of Science
OpenAlex
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