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
相关论文
共 50 条
  • [31] Multiple Model Adaptive Tracking Control Based on Adaptive Dynamic Programming
    Wang, Kang
    Li, Xiaoli
    Li, Yang
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2016, 2016
  • [32] T-S Fuzzy Model-Based Adaptive Dynamic Surface Control for Ball and Beam System
    Chang, Yeong-Hwa
    Chan, Wei-Shou
    Chang, Chia-Wen
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (06) : 2251 - 2263
  • [33] Adaptive model tracking control based on fuzzy sliding mode
    Chen, ZM
    Zhang, JG
    Zhao, ZC
    Zeng, JC
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 1083 - 1087
  • [34] Fuzzy model-based adaptive control of nonlinear systems
    Golea, N
    Golea, A
    2002 IEEE REGION 10 CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND POWER ENGINEERING, VOLS I-III, PROCEEDINGS, 2002, : 1504 - 1507
  • [35] Adaptive Fuzzy Sliding Mode Control for Translational Oscillator With Rotating Actuator: A Fuzzy Model
    Wu, Tiebin
    Gui, Weihua
    Hu, Dong
    Du, Chenglong
    IEEE ACCESS, 2018, 6 : 55861 - 55869
  • [36] Adaptive Model Predictive Batch Process Monitoring and Control
    Kheradmandi, Masoud
    Mhaskar, Prashant
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2018, 57 (43) : 14628 - 14636
  • [37] Predictive functional control based on an adaptive fuzzy model of a hybrid semi-batch reactor
    Dovzan, Dejan
    Skrjanc, Igor
    CONTROL ENGINEERING PRACTICE, 2010, 18 (08) : 979 - 989
  • [38] Dynamic structure adaptive neural fuzzy control for MIMO uncertain nonlinear systems
    Chen, Chaio-Shiung
    INFORMATION SCIENCES, 2009, 179 (15) : 2676 - 2688
  • [39] ROBUST ADAPTIVE FUZZY CONTROL FOR NONLINEAR SYSTEM WITH DYNAMIC UNCERTAINTIES BASED ON BACKSTEPPING
    Wang, Tao
    Tong, Shaocheng
    Li, Yongming
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2009, 5 (09): : 2675 - 2688
  • [40] Adaptive fuzzy inventory control algorithm for replenishment process optimization in an uncertain environment
    Kofjac, Davorin
    Kljajic, Miroljub
    Skraba, Andrej
    Rodic, Blaz
    BUSINESS INFORMATION SYSTEMS, PROCEEDINGS, 2007, 4439 : 536 - +