DocumentCode
1863664
Title
Fuzzy Predictive Control for a Tubular Heat Exchanger System Based Multiple Models Strategy
Author
Wei-min Qi ; Jie Xiao
Author_Institution
Sch. of Phys. & Inf. Eng., Jianghan Univ., Wuhan, China
Volume
1
fYear
2013
fDate
26-27 Aug. 2013
Firstpage
220
Lastpage
223
Abstract
The paper deals with the problem of controlling the outlet temperature of a tubular heat exchanger system by means of flow pressure. The usual industrial system behavior must precisely be modeled and appropriate control action needs to be obtained Based on novel techniques. A new multiple models control strategy using the well-known linear generalized predictive control (LGPC) scheme has been proposed in this paper. Then the best model of the system is accurately identified by an intelligent decision mechanism (IDM) which is organized Based on both new recursive weight generator and fuzzy adaptive Kalman filter approaches. Simulations are all done and the results are also compared with those obtained using a nonlinear GPC (NLGPC) approach that is realized Based on the Wiener model of the system. The results can verify the validity of the proposed control scheme.
Keywords
Wiener filters; adaptive Kalman filters; fuzzy control; heat exchangers; predictive control; temperature control; IDM; LGPC; Wiener model; flow pressure; fuzzy adaptive Kalman filter; fuzzy predictive control; intelligent decision mechanism; linear generalized predictive control; multiple models control; nonlinear GPC; outlet temperature; recursive weight generator; temperature control; tubular heat exchanger system; Adaptation models; Electron tubes; Fluids; Heating; Kalman filters; Predictive control; Predictive models; fuzzy; kalman filter approach; predictive control; tubular heat exchanger;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2013 5th International Conference on
Conference_Location
Hangzhou
Print_ISBN
978-0-7695-5011-4
Type
conf
DOI
10.1109/IHMSC.2013.59
Filename
6643871
Link To Document