University of Oulu

Development of a self-tuning fuzzy logic controller for a rotary dryer

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Author: Cammarata, Luca1; Yliniemi, Leena1
Organizations: 1University of Oulu, Faculty of Technology, Control Engineering Laboratory
Format: ebook
Version: published version
Access: open
Online Access: PDF Full Text (PDF, 0.3 MB)
Persistent link: http://urn.fi/urn:isbn:9514275055
Language: English
Published: 1999
Publish Date: 2004-09-21
Description:

Abstract

It is well known that the control of a rotary dryer is difficult due to long delay times of the process. The main target of this research was to find a self-tuning technique for tuning the parameters of the fuzzy logic controller, which has been developed to the pilot plant rotary dryer located in the Control Engineering Laboratory at the University of Oulu. The aim is to improve the performance of the FLC by making the responses more robust to the input disturbances of the process, mainly to the input moisture of solids.

First, the literature review is made in order to see the current situation of the self-tuning FLC's, and then one self-tuning technique presented in the literature is selected and applied to the tuning of the hybrid PI-FLC and of the pure FLC used in the control of the rotary dryer. The resulting control behaviour has been examined with simulations and the comparison with the results achieved with theFLC's without self-tuning is made.

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Series: Control Engineering Laboratory. Report A
ISBN: 951-42-7505-5
ISBN Print: 951-42-5493-7
Issue: 10
Subjects:
Copyright information: © University of Oulu, 2004. This publication is copyrighted. You may download, display and print it for your own personal use. Commercial use is prohibited.