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Author:

Yang, Wen-Qi (Yang, Wen-Qi.) | Wang, Zi-Peng (Wang, Zi-Peng.) | Bi, Shu-Hui (Bi, Shu-Hui.)

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EI Scopus

Abstract:

In this paper, an iterative learning output feedback control method is proposed for parabolic partial differential differential equation (PDE) systems with time-varying delay and random packet losses. The presented control strategy contains feedback control, which is used to improve the convergence speed of the iterative learning delayed parabolic PDE systems. Considering the limited channel bandwidth, random packet losses may occur in delayed PDE system, and obey Bernoulli random binary distribution. Firstly, an iterative learning control under spatial local averaged measurements is given for PDE systems with time-varying delay and random packet losses by using Lyapunov-Krasovskii functional. Subsequently, some sufficient conditions are derived to ensure the convergence for delayed parabolic PDE iterative learning control systems with packet losses. Finally, the effectiveness and superiority of the proposed iterative learning control method are presented by numerical simulation results. © 2024 IEEE.

Keyword:

Time varying control systems Feedback control Iterative methods Packet loss Linear matrix inequalities Learning algorithms Learning systems Partial differential equations Two term control systems Numerical methods Lyapunov functions Time delay

Author Community:

  • [ 1 ] [Yang, Wen-Qi]University of Jinan, School of Electrical Engineering, Jinan; 250022, China
  • [ 2 ] [Wang, Zi-Peng]Beijing University of Technology, Faculty of Information Technology, Beijing Laboratory of Smart Environmental Protection, Beijing Institute of Artificial Intelligence, Beijing; 100124, China
  • [ 3 ] [Bi, Shu-Hui]University of Jinan, School of Electrical Engineering, Jinan; 250022, China

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Year: 2024

Language: English

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ESI Highly Cited Papers on the List: 0 Unfold All

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Chinese Cited Count:

30 Days PV: 4

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