Fuzzy model predictive control of nonlinear pH process

被引：8
|
作者：
Cho, KH [1 ]
Yeo, YK [1 ]
Kim, JS [1 ]
Koh, ST [1 ]
机构：
[1] Hanyang Univ, Dept Chem Engn, Sungdong Gu, Seoul 133791, South Korea
来源：
KOREAN JOURNAL OF CHEMICAL ENGINEERING | 1999年 / 16卷 / 02期
关键词：
fuzzy model; pH control; predictive control; nonlinear process; pH process;
D O I：
10.1007/BF02706838
中图分类号：
O6 [化学];
学科分类号：
0703 ;
摘要：
A new fuzzy model-based predictive control scheme was developed to control a nonlinear pH process. The control scheme is based on the Takagi-Sugeno type fuzzy model of the process being controlled. In the present fuzzy model predictive control method, the process model maintains a linear representation of the conclusion parts of fuzzy rules. Therefore, it has a significant advantage over other types of models in the sense that nonlinear processes can be handled effectively by embedding the linear characteristic. The fuzzy model of the pH process to be controlled was constructed and used in the predictive control algorithm. Results of computer simulations and experiments demonstrated the effectiveness of the present control method.
引用
收藏
页码：208 / 214
页数：7
相关论文
共 50 条
  • [1] Fuzzy model predictive control of nonlinear pH process
    Kyu-Hyung Cho
    Yeong-Koo Yeo
    Jin-Sung Kim
    Seung-tae Koh
    [J]. Korean Journal of Chemical Engineering, 1999, 16 : 208 - 214
  • [2] Fuzzy predictive control of highly nonlinear pH process
    KavsekBiasizzo, K
    Skrjanc, I
    Matko, D
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 1997, 21 : S613 - S618
  • [3] Fuzzy predictive control of highly nonlinear pH process
    [J]. Comput Chem Eng, SUPPL. 1 (S613-S618):
  • [4] Nonlinear Predictive Control of a pH Process
    Lazar, Corneliu
    Pintea, Razvan
    De Keyser, Robin
    [J]. 17TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2007, 24 : 829 - 834
  • [5] Wiener model based nonlinear predictive control of a pH neutralisation process
    Gerksic, S
    Juricic, D
    [J]. DYNAMICS & CONTROL OF PROCESS SYSTEMS 1998, VOLUMES 1 AND 2, 1999, : 547 - 552
  • [6] Generalized Predictive Control of pH neutralization Process Based on Fuzzy Inverse Model
    Shaghaghi, Davood
    MonirVaghefi, Hossein
    Fatehi, Alireza
    [J]. 2013 13TH IRANIAN CONFERENCE ON FUZZY SYSTEMS (IFSC), 2013,
  • [7] Nonlinear Model Predictive Control for pH Neutralization Process based on SOMA Algorithm
    Degachi, Hajer
    Chagra, Wassila
    Ksouri, Moufida
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2018, 9 (01) : 391 - 398
  • [8] Fuzzy Model Predictive Control for Nonlinear Processes
    Mendes, Jerome
    Araujo, Rui
    [J]. 2012 IEEE 17TH CONFERENCE ON EMERGING TECHNOLOGIES & FACTORY AUTOMATION (ETFA), 2012,
  • [9] Model Predictive Control OF pH IN Pharmaceutical Process
    Balaji, V.
    Vasudevan, N.
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS, VOLS 1 AND 2, 2009, : 762 - +
  • [10] Nonlinear model predictive control of a pH neutralization process based on Wiener-Laguerre model
    Mahmoodi, Sanaz
    Poshtan, Javad
    Jahed-Motlagh, Mohammad Reza
    Montazeri, Allahyar
    [J]. CHEMICAL ENGINEERING JOURNAL, 2009, 146 (03) : 328 - 337
12345