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Open AccessArticle
Mitigating Dynamic Load-Altering Attacks on Grid Frequency with the Proportional–Integral Control Strategy
by
Yunhao Yu
Yunhao Yu 1,
Meiling Dizha
Meiling Dizha 1 and
Zhenyong Zhang
Zhenyong Zhang 2,*
1
Electric Power Dispatching and Control Center, Guizhou Power Grid Co., Ltd., Guiyang 550002, China
2
State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, Guiyang 550025, China
*
Author to whom correspondence should be addressed.
Electronics 2025, 14(21), 4203; https://doi.org/10.3390/electronics14214203 (registering DOI)
Submission received: 15 September 2025
/
Revised: 21 October 2025
/
Accepted: 27 October 2025
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Published: 27 October 2025
Abstract
Grid frequency is a critical factor for the stability of a power system. However, with the penetration of massive dynamic load requirements and information and communication infrastructure, grid frequency is vulnerable to cyberattacks on the load side. In this paper, we model dynamic load-altering attacks (LAAs) on grid frequency and propose a control-based mitigation strategy. First, the dynamic grid-frequency model for frequency-sensitive loads is constructed. Then, the vulnerability of grid frequency to dynamic LAAs is analyzed using eigenvalue sensitivity analysis. To design the mitigation strategy, a stability condition with the first-order dynamic model is derived. Further, a second-order dynamic model is constructed to illustrate the joint impact of dynamic LAAs and the control strategy on eigenvalues, thereby revealing insights into mitigating factors for maintaining grid frequency stability. Finally, we conduct extensive simulations to evaluate the vulnerability of grid frequency under dynamic LAAs and to validate the effectiveness of the mitigation strategy.
Share and Cite
MDPI and ACS Style
Yu, Y.; Dizha, M.; Zhang, Z.
Mitigating Dynamic Load-Altering Attacks on Grid Frequency with the Proportional–Integral Control Strategy. Electronics 2025, 14, 4203.
https://doi.org/10.3390/electronics14214203
AMA Style
Yu Y, Dizha M, Zhang Z.
Mitigating Dynamic Load-Altering Attacks on Grid Frequency with the Proportional–Integral Control Strategy. Electronics. 2025; 14(21):4203.
https://doi.org/10.3390/electronics14214203
Chicago/Turabian Style
Yu, Yunhao, Meiling Dizha, and Zhenyong Zhang.
2025. "Mitigating Dynamic Load-Altering Attacks on Grid Frequency with the Proportional–Integral Control Strategy" Electronics 14, no. 21: 4203.
https://doi.org/10.3390/electronics14214203
APA Style
Yu, Y., Dizha, M., & Zhang, Z.
(2025). Mitigating Dynamic Load-Altering Attacks on Grid Frequency with the Proportional–Integral Control Strategy. Electronics, 14(21), 4203.
https://doi.org/10.3390/electronics14214203
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