A cross-coupled bistage fuzzy controller for biaxis servomechanism control

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14 Citations (Scopus)

Abstract

This paper presents a methodology to design a cross-coupled bistage fuzzy controller for cross-coupled servomechanisms. In the bistage fuzzy inference, the consequence in the first stage is passed to the second stage as fact and the consequence of the second stage is used as the control input. The proposed approach is used to reduce the complexity of the fuzzy system. A more systematic method which is based on a performance index of the fuzzy control system is developed to generate bistage fuzzy rule sets. To show the effectiveness, the proposed approach is applied to control a cross-coupled biaxial servomechanism system which is difficult to obtain by an accurate nonlinear mathematical model in the case of a circular trajectory. Simulation results have shown that the desired contouring the accuracy can be achieved, and the proposed approach outperforms the uncoupled approaches.

Original languageEnglish
Pages (from-to)265-275
Number of pages11
JournalFuzzy Sets and Systems
Volume97
Issue number3
Publication statusPublished - 1998 Dec 1

Keywords

  • Cross-coupled control
  • Fuzzy logic control
  • Fuzzy rule generation

ASJC Scopus subject areas

  • Logic
  • Artificial Intelligence

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