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INTERVAL-VALUED FUZZY LOGIC CONTROL FOR A CLASS OF DISTRIBUTED PARAMETER SYSTEMS.

Authors :
ZHANG, XIAN-XIA
LI, SHAO-YUAN
LI, HAN-XIONG
Source :
International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems; Aug2007, Vol. 15 Issue 4, p457-481, 25p, 9 Diagrams, 3 Charts, 4 Graphs
Publication Year :
2007

Abstract

An interval-valued fuzzy logic controller (I-V FLC) is presented to control a class of nonlinear distributed parameter systems. The proposed FLC is inspired by human operators' knowledge or expert experience to control a distributed parameter process from the point of view of overall space domain. Based on spatial fuzzy set, the I-V FLC employs a centralized rule base over the space domain. Using spatial membership degree fusion operation, the I-V FLC can compress spatial input information into interval-valued fuzzy sets and then execute an interval-valued rule inference mechanism; thereby the I-V FLC has the capability to process spatial information over the space domain. Compared with traditional FLCs, the I-V FLC can improve its control performance due to its increased ability to express and process spatial information. The I-V FLC is successfully applied to a catalytic packed-bed reactor and compared with the traditional FLCs. The results demonstrate its effectiveness to control the unknown nonlinear distributed parameter process. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02184885
Volume :
15
Issue :
4
Database :
Complementary Index
Journal :
International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems
Publication Type :
Academic Journal
Accession number :
26295314
Full Text :
https://doi.org/10.1142/S0218488507004790