Dynamic Model and Fuzzy Adaptive Control of a Chinese Medicine Sugar Precipitation Process

被引:0
|
作者
Duan, Hongjun [1 ]
Li, Qingwei [2 ]
机构
[1] Northeastern Univ Qinhuangdao, Sch Control & Engn, Qinhuangdao, Peoples R China
[2] Northeastern Univ Qinhuangdao, Sch Resources & Mat, Qinhuangdao, Peoples R China
来源
PROCEEDINGS OF THE 2013 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND INFORMATION PROCESSING (ICICIP) | 2013年
关键词
NEURAL-NETWORK MODEL; NONLINEAR-SYSTEMS; INDUSTRIAL CRYSTALLIZATION; ROBUST-CONTROL; OPTIMIZATION; PERFORMANCE;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:155 / 160
页数:6
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