Building a model-based fuzzy controller

Bruce Postlethwaite

Research output: Contribution to journalArticle

30 Citations (Scopus)

Abstract

A new form of fuzzy model-based controller is introduced. The new controller is based on a conventional predictive controller design, but utilises a fuzzy relational model. The controller is described and compared with existing fuzzy controllers. Practical advice is given on generating suitable relational models for control purposes and an appropriate identification algorithm is recommended. The controller is tested on a liquid level process and its performance compared to another fuzzy model-based controller which has been previously reported.
Original languageEnglish
Pages (from-to)3-13
Number of pages10
JournalFuzzy Sets and Systems
Volume79
Issue number1
DOIs
Publication statusPublished - Apr 1996

Fingerprint

Fuzzy Controller
Model-based
Controller
Controllers
Fuzzy Model
Relational Model
Controller Design
Liquid
Identification (control systems)
Liquids

Keywords

  • control theory
  • model-based control

Cite this

Postlethwaite, Bruce. / Building a model-based fuzzy controller. In: Fuzzy Sets and Systems. 1996 ; Vol. 79, No. 1. pp. 3-13.
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Building a model-based fuzzy controller. / Postlethwaite, Bruce.

In: Fuzzy Sets and Systems, Vol. 79, No. 1, 04.1996, p. 3-13.

Research output: Contribution to journalArticle

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