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Multi-variable fuzzy logic control for a class of distributed parameter systems
Ren Y.-Q.1; Duan X.-G.1; Li H.-X.2; Philip Chen C.L.3
2013-03-01
Source PublicationJournal of Process Control
ISSN0959-1524
Volume23Issue:3Pages:351-358
Abstract

A multi-variable fuzzy logic controller (FLC) is proposed to control a class of distributed parameter systems (DPSs). When a DPS is transformed into finite-dimensional ordinary differential equations (ODEs) by using time/space separation, each ODE can be considered as a subsystem. According to design strategy of conventional FLC, one FLC should be designed for one subsystem. It will be very complex because there are many subsystems. In order to reduce design complexity, only a MF and a rule base are designed in the controller. For other subsystems or ODEs, their MFs can be designed equivalently by introducing scaling factors. Then, the proposed FLC has ability to control multi-variable processes. At last, the proposed FLC is applied to control a rod catalytic reaction process. The simulation results demonstrate the effectiveness of the proposed fuzzy control strategy.

KeywordDistributed Parameter System Fuzzy Logic Controller Multi-variable Time/space Separation
DOI10.1016/j.jprocont.2012.12.004
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaAutomation & Control Systems ; Engineering
WOS SubjectAutomation & Control Systems ; Engineering, Chemical
WOS IDWOS:000316585100010
PublisherELSEVIER SCI LTDTHE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, OXON, ENGLAND
Scopus ID2-s2.0-84874621696
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Document TypeJournal article
CollectionUniversity of Macau
Corresponding AuthorDuan X.-G.
Affiliation1.State Key Laboratory of High Performance Complex Manufacturing, Central South University, Changsha 410083, China
2.Department of Systems Engineering & Engineering Management, City University of Hong Kong, Hong Kong
3.Faculty of Science and Technology, University of Macau, Av. Padre Tomás Pereira, Taipa, Macau, China
Recommended Citation
GB/T 7714
Ren Y.-Q.,Duan X.-G.,Li H.-X.,et al. Multi-variable fuzzy logic control for a class of distributed parameter systems[J]. Journal of Process Control, 2013, 23(3), 351-358.
APA Ren Y.-Q.., Duan X.-G.., Li H.-X.., & Philip Chen C.L. (2013). Multi-variable fuzzy logic control for a class of distributed parameter systems. Journal of Process Control, 23(3), 351-358.
MLA Ren Y.-Q.,et al."Multi-variable fuzzy logic control for a class of distributed parameter systems".Journal of Process Control 23.3(2013):351-358.
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