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Distributed Secondary Frequency Restoration Control Based on Virtual Asynchronous Machines for Virtual Energy Storage Systems

  • Runze Zhang
  • , Rui Wang*
  • , Ming Jia Li
  • , Qiuye Sun
  • , Pinjia Zhang
  • , Yibo Wang
  • , Peng Wang
  • *Corresponding author for this work
  • Northeastern University China
  • Beijing Institute of Technology
  • Tsinghua University
  • Nanjing Normal University

Research output: Contribution to journalArticlepeer-review

Abstract

Although virtual asynchronous machine (VAM) control has been proposed for virtual energy storage systems (VESSs), research into its secondary control applications is still limited. Thus, a distributed secondary frequency restoration control strategy based on VAMs is presented for VESSs. First, the VAM control is introduced, and a detailed electro-thermal coupling model of the VESS is developed. This model includes indoor-outdoor temperature differences, heat transfer through building envelope (walls, windows, and roof), solar radiations, ventilation losses, and electric boiler dynamics. It effectively captures the coupling between indoor temperature regulation and grid power balancing. Next, a distributed secondary frequency restoration control strategy based on VAM is proposed. It addresses parameter heterogeneity within a nonlinear multi-agent framework among VESSs. The nonlinear dynamics are converted into a linear reference model, which simplifies controller design and stability analysis. Using only local and neighboring information, the proposed strategy restores frequency and ensures active power sharing. Furthermore, the proposed strategy coordinates thermal power regulation to maintain indoor temperature balancing across VESSs within seasonal thermal comfort ranges. This improves thermal comfort without compromising dynamic response. Finally, the stability of the proposed strategy is verified using Lyapunov method, and simulation results from an islanded microgrid (MG) test system under parameter variations, communication imperfections, and winter/summer operating scenarios validate the effectiveness and robustness of the proposed strategy.

Original languageEnglish
Pages (from-to)945-955
Number of pages11
JournalJournal of Modern Power Systems and Clean Energy
Volume14
Issue number3
DOIs
Publication statusPublished - 1 May 2026
Externally publishedYes

Keywords

  • Distributed control
  • active power sharing
  • frequency restoration
  • frequency stability
  • microgrid (MG)
  • secondary control
  • virtual asynchronous machine (VAM)
  • virtual energy storage system (VESS)

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