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Fully Distributed Adaptive Resilient Control of Networked Heterogeneous Battery Systems With Unknown Parameters

  • Yangyang QIAN
  • , Zongli LIN*
  • , Yacov A. SHAMASH
  • *Corresponding author for this work

Research output: Journal PublicationsJournal Article (refereed)peer-review

Abstract

We investigate the distributed state-of-charge (SoC) balancing control problem of networked heterogeneous battery systems with unknown battery parameters in the presence of actuator attacks. Existing distributed SoC balancing control algorithms often rely on assumptions such as having homogeneous or known battery parameters, operating under undirected communication topologies and knowing global information of the communication topology, and lack resilience against actuator attacks. In this article, we aim to relax these assumptions by developing a fully distributed adaptive resilient control algorithm for each battery unit. It is shown that under a strongly connected directed communication topology, the control objectives of SoC balancing and proportional power sharing are achieved among battery units with heterogeneous and unknown battery parameters without using any global information, even in the presence of actuator attacks. Through simulation results in MATLAB/Simulink, we validate the effectiveness of the proposed control algorithm in discharging or charging mode and highlight its superiority in enhancing resilience against actuator attacks.

Original languageEnglish
Pages (from-to)6448-6460
Number of pages13
JournalIEEE Transactions on Network Science and Engineering
Volume11
Issue number6
Early online date29 Jul 2024
DOIs
Publication statusPublished - Nov 2024
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

Funding

This work was supported by the Department of Navy Awards under Grant N00014-22-1-2001 and Grant N00014-23-1-2124 issued by the Office of Naval Research. Recommended for acceptance by Dr. Chau Yuen. Thiswork relates to Department of Navy awards [N00014-22- 1-2001 and N00014-23-1-2124] issued by the Office of Naval Research. The United States Government has a royalty-free license throughout the world in all copyrightable material contained herein.

Keywords

  • actuator attacks
  • adaptive control
  • distributed control
  • Networked battery systems
  • resilient control
  • state-of-charge (SoC) balancing

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