Residential College | false |
Status | 已發表Published |
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 Publication | Journal of Process Control |
ISSN | 0959-1524 |
Volume | 23Issue: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. |
Keyword | Distributed Parameter System Fuzzy Logic Controller Multi-variable Time/space Separation |
DOI | 10.1016/j.jprocont.2012.12.004 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Automation & Control Systems ; Engineering |
WOS Subject | Automation & Control Systems ; Engineering, Chemical |
WOS ID | WOS:000316585100010 |
Publisher | ELSEVIER SCI LTDTHE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, OXON, ENGLAND |
Scopus ID | 2-s2.0-84874621696 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | University of Macau |
Corresponding Author | Duan X.-G. |
Affiliation | 1.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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