DocumentCode
624595
Title
Dynamic model and fuzzy adaptive control of a Chinese medicine sugar precipitation process
Author
Hongjun Duan ; Qingwei Li
Author_Institution
Sch. of Control & Eng., Northeastern Univ. at Qinhuangdao, Qinhuangdao, China
fYear
2013
fDate
9-11 June 2013
Firstpage
155
Lastpage
160
Abstract
A model dedicated to Chinese medicine sugar precipitation was designed, without consideration of crystal size distribution. Fuzzy adaptive robust control algorithm was proposed for the uncertain nonlinear systems based on Lyapunov´s stability theory. The system was divided into nominal model and lumped disturbance term which embodies model mismatch, parameter uncertainties, and disturbances. Fuzzy adaptive control was adopted to approach uncertain parameters of the system in real time and the impact of unknown disturbances was eliminated by robust control. The on-line calculation amount of fuzzy logic system is relatively less, the convergence rate and accuracy are better, and the output of system tracks the setpoints well. The stability was proved and the algorithm was applied to the precipitation control of sucrose-glucose mixed solution. Simulation results supported the validity of the proposed algorithm.
Keywords
Lyapunov methods; adaptive control; convergence; drugs; fuzzy control; fuzzy logic; nonlinear control systems; particle size; precipitation; sugar; uncertain systems; Chinese medicine sugar precipitation process; Lyapunov stability theory; convergence rate; crystal size distribution; dynamic model; fuzzy adaptive control; fuzzy adaptive robust control algorithm; fuzzy logic system; lumped disturbance; model mismatch; nominal model; online calculation; parameter uncertainty; precipitation control; sucrose-glucose mixed solution; system tracks; uncertain nonlinear systems; uncertain parameters; unknown disturbances; Adaptation models; Crystals; Fuzzy logic; Process control; Robustness; Sugar; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Information Processing (ICICIP), 2013 Fourth International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4673-6248-1
Type
conf
DOI
10.1109/ICICIP.2013.6568059
Filename
6568059
Link To Document