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Adaptive fuzzy backstepping approach for temperature control of continuous stirred tank reactors

Authors :
Mohammad Shahrokhi
Shahin Salehi
Source :
Fuzzy Sets and Systems. 160:1804-1818
Publication Year :
2009
Publisher :
Elsevier BV, 2009.

Abstract

In this paper, an adaptive fuzzy controller, based on backstepping technique, has been proposed for temperature control of a general class of continuous stirred tank reactors (CSTRs). Using the observability concept, an adaptive fuzzy controller using temperature measurement has been designed. A fuzzy logic system is used to estimate the concentration dependent terms and other unknown system parameters appearing in the control law. It is shown that the closed loop system is asymptotically stable and influences of minimum approximation error and external disturbance on the L"2 norm of the output tracking error can be attenuated arbitrarily. The performance of the proposed controller has been examined for temperature control of an unstable reactor and its effectiveness has been demonstrated through computer simulation.

Details

ISSN :
01650114
Volume :
160
Database :
OpenAIRE
Journal :
Fuzzy Sets and Systems
Accession number :
edsair.doi...........111fd14560a22056b8e0385668952e74
Full Text :
https://doi.org/10.1016/j.fss.2008.09.017