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Author:

Wang, Ding (Wang, Ding.) (Scholars:王鼎) | Fan, Wenqian (Fan, Wenqian.) | Li, Menghua (Li, Menghua.) | Qiao, Junfei (Qiao, Junfei.)

Indexed by:

EI Scopus SCIE

Abstract:

In this paper, the decentralised tracking control (DTC) problem is investigated for a class of continuous-time large-scale systems with external disturbance by utilising adaptive dynamic programming (ADP). Firstly, the DTC problem is solved by designing corresponding optimal controllers of the isolated subsystems, which are formulated with N augmented subsystems consisting of the tracking error and the reference trajectory. Then, considering the external disturbance, we can effectively construct the DTC scheme by means of adding suitable feedback gains to the optimal control strategies associated with each augmented tracking isolated subsystems (ATISs). Due to the approximate nature, a series of critic neural networks are constructed to solve the Hamilton-Jacobi-Isaacs equation, so as to derive the estimation of the Nash equilibrium solution containing the optimal control strategy and the worst disturbance law. Herein, a modified weight updating criterion is developed by employing a stabilising term. Consequently, we remove the requirement of initial admissible control in the proposed algorithm. After that, stability analysis of the ATIS is performed through the Lyapunov theory, in the sense that tracking states and weight approximation errors are uniformly ultimately bounded. Finally, an experimental simulation is demonstrated to ensure the validity of the proposed DTC scheme.

Keyword:

optimal control Adaptive dynamic programming (ADP) interconnected systems disturbance rejection decentralised tracking control (DTC) neural networks

Author Community:

  • [ 1 ] [Wang, Ding]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 2 ] [Fan, Wenqian]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 3 ] [Li, Menghua]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 4 ] [Qiao, Junfei]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 5 ] [Wang, Ding]Beijing Univ Technol, Beijing Key Lab Computat Intelligence & Intelligen, Beijing, Peoples R China
  • [ 6 ] [Fan, Wenqian]Beijing Univ Technol, Beijing Key Lab Computat Intelligence & Intelligen, Beijing, Peoples R China
  • [ 7 ] [Li, Menghua]Beijing Univ Technol, Beijing Key Lab Computat Intelligence & Intelligen, Beijing, Peoples R China
  • [ 8 ] [Qiao, Junfei]Beijing Univ Technol, Beijing Key Lab Computat Intelligence & Intelligen, Beijing, Peoples R China
  • [ 9 ] [Wang, Ding]Beijing Univ Technol, Beijing Inst Artificial Intelligence, Beijing, Peoples R China
  • [ 10 ] [Fan, Wenqian]Beijing Univ Technol, Beijing Inst Artificial Intelligence, Beijing, Peoples R China
  • [ 11 ] [Li, Menghua]Beijing Univ Technol, Beijing Inst Artificial Intelligence, Beijing, Peoples R China
  • [ 12 ] [Qiao, Junfei]Beijing Univ Technol, Beijing Inst Artificial Intelligence, Beijing, Peoples R China
  • [ 13 ] [Wang, Ding]Beijing Univ Technol, Beijing Lab Smart Environm Protect, Beijing, Peoples R China
  • [ 14 ] [Fan, Wenqian]Beijing Univ Technol, Beijing Lab Smart Environm Protect, Beijing, Peoples R China
  • [ 15 ] [Li, Menghua]Beijing Univ Technol, Beijing Lab Smart Environm Protect, Beijing, Peoples R China
  • [ 16 ] [Qiao, Junfei]Beijing Univ Technol, Beijing Lab Smart Environm Protect, Beijing, Peoples R China
  • [ 17 ] [Wang, Ding]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 18 ] [Wang, Ding]Beijing Univ Technol, Beijing Key Lab Computat Intelligence & Intelligen, Beijing 100124, Peoples R China
  • [ 19 ] [Wang, Ding]Beijing Univ Technol, Beijing Inst Artificial Intelligence, Beijing 100124, Peoples R China
  • [ 20 ] [Wang, Ding]Beijing Univ Technol, Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Wang, Ding]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China;;[Wang, Ding]Beijing Univ Technol, Beijing Key Lab Computat Intelligence & Intelligen, Beijing 100124, Peoples R China;;[Wang, Ding]Beijing Univ Technol, Beijing Inst Artificial Intelligence, Beijing 100124, Peoples R China;;[Wang, Ding]Beijing Univ Technol, Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China;;

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Source :

INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

ISSN: 0020-7721

Year: 2023

Issue: 5

Volume: 54

Page: 1150-1164

4 . 3 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:19

Cited Count:

WoS CC Cited Count: 6

SCOPUS Cited Count: 6

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

Affiliated Colleges:

Online/Total:605/10591005
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