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Author:

Li, Xiaoli (Li, Xiaoli.) (Scholars:李晓理) | Zhang, Guoju (Zhang, Guoju.) | Sun, Guofa (Sun, Guofa.)

Indexed by:

EI Scopus SCIE

Abstract:

In this study, a finite-time adaptive prescribed performance control scheme is investigated for multi-input multi-output systems with input friction and backlash. The novel fixed-time neuro disturbance observer (Fix-TNDO) and fixed-time command filter (Fix-TCF) are constructed to ensure fast response of the controlled systems with settling time being determined regardless of initial states. The uncertainties caused by unknown smooth functions are handled by neural network approximators, then input friction and system disturbances are accurately compensated by Fix-TNDO. Meanwhile, the employed Fix-TCF is utilized to avoid repeated differentiation of virtual control signals during controller design. In particular, prescribed convergence of tracking errors for multi-input multi-output nonlinear system is ensured by finite-time performance function. Finally, simulation and experiment results demonstrate the feasibility and effectiveness of the proposed control strategy.

Keyword:

Fixed-time command filter Finite-time prescribed performance control Input friction and backlash MIMO nonlinear system Fixed-time neuro-disturbance observer

Author Community:

  • [ 1 ] [Li, Xiaoli]Beijing Key Lab Computat Intelligence & Intelligen, Beijing, Peoples R China
  • [ 2 ] [Li, Xiaoli]Beijing Univ Technol, Sch Informat Sci & Technol, Beijing, Peoples R China
  • [ 3 ] [Zhang, Guoju]Beijing Univ Technol, Sch Informat Sci & Technol, Beijing, Peoples R China
  • [ 4 ] [Sun, Guofa]Qingdao Univ Technolog, Sch Informat & Control Engn, Qingdao, Peoples R China

Reprint Author's Address:

  • [Zhang, Guoju]Beijing Univ Technol, Sch Informat Sci & Technol, Beijing, Peoples R China

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Source :

NONLINEAR DYNAMICS

ISSN: 0924-090X

Year: 2024

Issue: 6

Volume: 113

Page: 5319-5338

5 . 6 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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