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Fuzzy variable structure control.

H X Li1, H B Gatland, A W Green

  • 1Dept. of Electr. & Electron. Eng., Auckland Univ.

IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society
|January 1, 1997
PubMed
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This study introduces a novel fuzzy logic controller (FLC) design method using variable structure control (VSC) theory. The approach simplifies tuning and enhances stability for complex systems.

Area of Science:

  • Control Systems Engineering
  • Computational Intelligence

Background:

  • Fuzzy logic controllers (FLCs) are widely used but can be challenging to design and tune.
  • Variable structure control (VSC) theory offers robust control but has its own design complexities.

Purpose of the Study:

  • To present a new methodology for improving fuzzy logic controller (FLC) design and tuning.
  • To integrate Variable Structure Control (VSC) theory for a more systematic FLC design process.

Main Methods:

  • Constructing a VSC-type rule base for the FLC.
  • Applying VSC theory to quantitatively analyze FLC fundamentals.
  • Developing a concise mathematical expression for FLCs incorporating Lyapunov stability criterion.
  • Utilizing a hierarchical technique for application to higher-order systems.

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Main Results:

  • A simplified and more systematic procedure for FLC design and tuning.
  • Demonstrated stability and effectiveness through simulation.
  • Facilitated straightforward application to higher-order systems.

Conclusions:

  • The proposed methodology effectively improves FLC design and tuning.
  • Integration of VSC theory provides a robust and systematic approach.
  • The method is validated for practical application in complex control systems.