Decentralised L1 adaptive control for large-scale non-linear systems with interconnected unmodelled dynamics

S. J. Yoo, Naira Hovakimyan, C. Cao

Research output: Contribution to journalArticle

Abstract

In this study, the authors investigate a decentralised L1 adaptive controller design for a class of large-scale non-linear systems, with stable linear part and with interconnected non-linearities and unmodelled dynamics. The decentralised adaptive identifiers are presented to design the decentralised L1 adaptive control scheme. The local L1 adaptive controller for each subsystem ensures uniformly bounded transient tracking for subsystem's input and output, simultaneously. The controlled closed-loop decentralised adaptive system can recover the performance of the closed-loop large-scale centralised reference system by increasing the adaptation rates of local controllers. Simulation results for two inverted pendulums on carts are presented to show the effectiveness of the proposed control scheme.

Original languageEnglish (US)
Pages (from-to)1972-1988
Number of pages17
JournalIET Control Theory and Applications
Volume4
Issue number10
DOIs
StatePublished - Oct 1 2010

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Human-Computer Interaction
  • Computer Science Applications
  • Control and Optimization
  • Electrical and Electronic Engineering

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