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Adaptive Anti-Disturbance Control for a Class of Uncertain Nonlinear Systems with Composite Disturbances

  • Nanyang Technological University

Research output: Contribution to journal › Article › peer-review

Abstract

High-precision and safety control in face of disturbances and uncertainties is a challenging issue of both theoretical and practical importance. In this article, new adaptive anti-disturbance control schemes are proposed for a class of uncertain nonlinear systems with composite disturbances, including additive disturbances, multiplicative actuator faults, and implicit disturbances deeply coupled with system states. Both the cases with known and unknown control/fault directions are investigated. By properly fusing the techniques of disturbance observers and adaptive compensation, it is shown that all closed-loop signals are globally uniformly bounded and the tracking error converges to zero asymptotically, no matter the control/fault directions are known or not. In the case of known directions, the proposed control scheme, for the first time, guarantees asymptotic tracking and L∞ tracking performance simultaneously in face of disturbances and actuator faults. Moreover, novel Nussbaum functions and a contradiction argument are introduced, which allow the system to have multiple unknown nonidentical control directions and unknown time-varying fault direction. Simulation results illustrate the effectiveness of the proposed control schemes.

Original languageEnglish
Pages (from-to)4241-4254
Number of pages14
JournalIEEE Transactions on Cybernetics
Volume54
Issue number7
DOIs
StatePublished - 2024

Keywords

  • Actuator faults
  • adaptive anti-disturbance control
  • composite disturbances
  • uncertain systems

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