A Novel Computation of Delay Margin Based on Grey Wolf Optimisation for a Load Frequency Control of Two-Area-Network Power Systems

Mohammad Haziq Ibrahim*, Ang Swee Peng, Muhammad Norfauzi Dani, Ashraf Khalil, Kah Haw Law, Sharina Yunus, Mohammad Ishlah Rahman, Thien Wan Au

*Corresponding author for this work

Research output: Contribution to journalJournal articleResearchpeer-review

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Abstract

In classical power systems, frequency measurements are transferred via a specialised communication channel, resulting in time delay. The time delay plays a major role in a power system, which can reduce the dynamic performance of the load-frequency control (LFC) system and can destabilise the system. The research to date has tended to focus on developing a new algorithm to determine the delay margin (DM) rather than looking into a hybrid algorithm which includes a nature-inspired metaheuristic optimisation technique. This paper introduces a novel method for computing the DM based on grey wolf optimisation (GWO), specifically for the constant time delay. In the proposed method, GWO is employed to optimise the minimum error of the spectral radius and to determine the best design variable of the crossing frequency. With the help of the proposed method, the sweeping range is no longer required, which improves the accuracy of the result. To evaluate the proposed method, a two-area network power system is considered as a case study. Furthermore, the effect of the PI controller gains on the DM is taken into account. The proposed method efficacy is demonstrated by comparing it with the most recently published methods. The results demonstrate that the proposed method is remarkably better than the existing methods found in the literature, where the smallest percentage inaccuracy using the simulation-based DM based on GWO is found to be 0.000%.
Original languageEnglish
Article number2860
JournalEnergies
Volume16
Issue number6
Number of pages19
ISSN1996-1073
DOIs
Publication statusPublished - 2023

Keywords

  • Communication time delay
  • Delay margin
  • Delay dependen stability
  • Grey wolf optimisation
  • Two-area load-frequency control

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