Intelligent neuro-fuzzy based predictive control of a continuous stirred tank reactor

被引:0
|
作者
Jalili-Kharaajoo, M [1 ]
Roudsari, FH [1 ]
机构
[1] Islamic Azad Univ, Young Reachers Club, Tehran, Iran
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a predictive control strategy based on neuro-fuzzy (NF) model of the plant is applied to Continuous Stirred Tank Reactor (CSTR). An optimizer algorithm based on evolutionary programming technique (EP) uses the identifier-predicted outputs and determines input sequence in a time window. Using the proposed neuro-fuzzy predictive controller, the performance of Ph tracking problem in a CSTR process is investigated.
引用
收藏
页码:662 / 667
页数:6
相关论文
共 50 条
  • [1] Predictive control of a continuous stirred tank reactor based on neuro-Fuzzy model of the process
    Jalili-Kharaajoo, M
    SICE 2003 ANNUAL CONFERENCE, VOLS 1-3, 2003, : 3277 - 3282
  • [2] Robust control based on neuro-fuzzy systems for a continuous stirred tank reactor
    Liu, SR
    Yu, JS
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 1483 - 1488
  • [3] Decoupling Based Predictive Control Analysis of a Continuous Stirred Tank Reactor
    Bansode, Prashant
    Jadhav, Sharad P.
    2015 INTERNATIONAL CONFERENCE ON INDUSTRIAL INSTRUMENTATION AND CONTROL (ICIC), 2015, : 816 - 820
  • [4] PREDICTIVE FEEDBACK CONTROL OF A CONTINUOUS FLOW STIRRED TANK REACTOR
    HUBER, CI
    KERMODE, RI
    AICHE JOURNAL, 1970, 16 (06) : 911 - +
  • [5] Intelligent modelling of Continuous Stirred Tank Reactor
    Banu, U. Sabura
    Uma, G.
    Rangaswamy, T.R.
    Advances in Modelling and Analysis C, 2008, 63 (1-2): : 31 - 50
  • [6] Adaptive Intelligent Control for Continuous Stirred Tank Reactor with Output Constraint
    Li, Dong-Juan
    Liu, Yan-Jun
    ADVANCES IN NEURAL NETWORKS - ISNN 2014, 2014, 8866 : 385 - 392
  • [7] Control of Continuous Stirred Tank Reactor Using Artificial Neural Networks Based Predictive Control
    Reddy, Ginuga Prabhaker
    Radhika, G.
    Anil, K.
    ADVANCES IN CHEMICAL ENGINEERING II, PTS 1-4, 2012, 550-553 : 2908 - 2912
  • [8] A new fuzzy adaptive control method for continuous stirred tank reactor
    Yu, Bo
    Xin, Li-Ping
    Zhou, Xiaoyan
    2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 1119 - 1124
  • [9] Intelligent modelling of continuous stirred tank reactor process
    Sozhamadevi, N.
    Sathiyamoorthy, S.
    INTERNATIONAL JOURNAL OF AUTOMATION AND CONTROL, 2015, 9 (02) : 143 - 157
  • [10] Predictive control with state estimation and adaptation mechanism for a Continuous Stirred Tank Reactor
    Khodabandeh, M.
    Bolandi, H.
    2007 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-6, 2007, : 308 - 313