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Article

Stability Analysis of a Time-Delay Load Frequency Control System via an Improved Matrix-Separation-Based Inequality

1
College of Electrical Engineering and New Energy, China Three Gorges University, Yichang 443002, China
2
Hubei Provincial Key Laboratory for Operation and Control of Cascaded Hydropower Station, Yichang 443002, China
3
Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan 430074, China
4
Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan 430074, China
5
College of Electrical and Mechanical Engineering, Hubei Three Gorges Polytechnic College, Yichang 443000, China
*
Author to whom correspondence should be addressed.
Energies 2025, 18(21), 5614; https://doi.org/10.3390/en18215614 (registering DOI)
Submission received: 28 September 2025 / Revised: 20 October 2025 / Accepted: 23 October 2025 / Published: 25 October 2025
(This article belongs to the Topic Power System Modeling and Control, 3rd Edition)

Abstract

This study focuses on the stability of time-delay load frequency control (LFC) systems. Based on the Lyapunov–Krasovskii (L–K) functional method, a stability criterion with less conservatism and lower computational complexity is proposed. Unlike recent methods that decrease conservatism through enhancing the complexity of L–K functional, only the double integral is augmented in this paper. To estimate the L–K functional derivatives more precisely, an improved matrix-separation-based inequality is proposed, which introduces some delay-derivative-dependent matrices rather than the high-dimensional free matrices. By applying the augmented L–K functional and the improved matrix-separation-based inequality, the stability criterion is established. Case analysis demonstrates that the new stability criterion has less conservatism and lower computational complexity, thereby validating the correctness of the method presented.
Keywords: Lyapunov–Krasovskii functional; load frequency control; stability analysis; matrix-separation-based inequality Lyapunov–Krasovskii functional; load frequency control; stability analysis; matrix-separation-based inequality

Share and Cite

MDPI and ACS Style

Long, F.; Du, H.; Li, M. Stability Analysis of a Time-Delay Load Frequency Control System via an Improved Matrix-Separation-Based Inequality. Energies 2025, 18, 5614. https://doi.org/10.3390/en18215614

AMA Style

Long F, Du H, Li M. Stability Analysis of a Time-Delay Load Frequency Control System via an Improved Matrix-Separation-Based Inequality. Energies. 2025; 18(21):5614. https://doi.org/10.3390/en18215614

Chicago/Turabian Style

Long, Fei, Haojie Du, and Mo Li. 2025. "Stability Analysis of a Time-Delay Load Frequency Control System via an Improved Matrix-Separation-Based Inequality" Energies 18, no. 21: 5614. https://doi.org/10.3390/en18215614

APA Style

Long, F., Du, H., & Li, M. (2025). Stability Analysis of a Time-Delay Load Frequency Control System via an Improved Matrix-Separation-Based Inequality. Energies, 18(21), 5614. https://doi.org/10.3390/en18215614

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