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Data-driven distributed control of input-coupled interconnected systems based on Nash optimality

Author

Listed:
  • Dawei Zhang
  • Shouli Gao
  • Rui Xia
  • Dongya Zhao

Abstract

This paper introduces a data-driven distributed controller for interconnected systems with input coupling of unknown models. The estimation of input coupling terms does not depend on historical data. The complex interconnected systems with input couplings are decomposed into individual subsystems. The proposed strategy not only alleviates computational load, but also optimises the interaction between subsystems, effectively addressing the output oscillations of the system during abrupt reactions of input couplings. The convergence of the control algorithm and the stability of the closed-loop system response are examined, and the efficacy of the proposed control method is validated by comparative simulations.

Suggested Citation

  • Dawei Zhang & Shouli Gao & Rui Xia & Dongya Zhao, 2025. "Data-driven distributed control of input-coupled interconnected systems based on Nash optimality," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 49(2), pages 186-205.
    • Handle: RePEc:ids:ijisen:v:49:y:2025:i:2:p:186-205
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