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Article

Mitigating Dynamic Load-Altering Attacks on Grid Frequency with the Proportional–Integral Control Strategy

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 / 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.
Keywords: smart grid security; dynamic load-altering attack; load frequency control; mitigation strategy smart grid security; dynamic load-altering attack; load frequency control; 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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