An adaptive neural control of a fed-batch fermentation processes

被引：0
|
作者：
Baruch, LS [1 ]
Cortes, JB [1 ]
Medina, JP [1 ]
Hernandez, LA [1 ]
机构：
[1] CINVESTAV, IPN, Dept Biotechnol & Bioengn, Mexico City 07360, DF, Mexico
来源：
CCA 2003: PROCEEDINGS OF 2003 IEEE CONFERENCE ON CONTROL APPLICATIONS, VOLS 1 AND 2 | 2003年
关键词：
adaptive control; fed-batch fermentation of Bacillus thuringiensis; dynamic backpropagation; recurrent neural networks;
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 nonlinear mathematical model of a feed-batch fermentation process of Bacillus thuringiensis (Bt.), is derived and a theorem proof of the existence of positive solution of the obtained model, is done. The obtained model is validated by experimental data. An identification and adaptive neural control scheme of the system, represented by a neural identifier and a neural controller, based on the recurrent trainable neural network model, is proposed.. The applicability of the proposed adaptive control scheme is confirmed by simulation results which exhibits a good convergence.
引用
收藏
页码：808 / 812
页数：5
相关论文
共 50 条
  • [1] OPTIMAL ADAPTIVE-CONTROL OF FED-BATCH FERMENTATION PROCESSES
    VANIMPE, JF
    BASTIN, G
    [J]. CONTROL ENGINEERING PRACTICE, 1995, 3 (07) : 939 - 954
  • [2] A Fuzzy-Neural Adaptive Terminal Iterative Learning Control for Fed-Batch Fermentation Processes
    Ying-Chung Wang
    Chiang-Ju Chien
    Ronghu Chi
    Zhongsheng Hou
    [J]. International Journal of Fuzzy Systems, 2015, 17 : 423 - 433
  • [3] A Fuzzy-Neural Adaptive Terminal Iterative Learning Control for Fed-Batch Fermentation Processes
    Wang, Ying-Chung
    Chien, Chiang-Ju
    Chi, Ronghu
    Hou, Zhongsheng
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2015, 17 (03) : 423 - 433
  • [4] THE CONTROL OF FED-BATCH FERMENTATION PROCESSES - A SURVEY
    JOHNSON, A
    [J]. AUTOMATICA, 1987, 23 (06) : 691 - 705
  • [5] Adaptive and Robust-Adaptive Control Strategies for a Class of Fed-Batch Fermentation Processes
    Petre, Emil
    Bunciu , Elena
    [J]. CONTROL ENGINEERING AND APPLIED INFORMATICS, 2013, 15 (01): : 53 - 62
  • [6] Adaptive optimal control of fed-batch alcoholic fermentation
    Alves, TLM
    Costa, AC
    Henrique, AWS
    Lima, EL
    [J]. APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY, 1998, 70-2 (1) : 463 - 478
  • [7] Adaptive optimal control of fed-batch alcoholic fermentation
    T. L. M. Alves
    A. C. Costa
    A. W. S. Henriques
    E. L. Lima
    [J]. Applied Biochemistry and Biotechnology, 1998, 70-72 : 463 - 478
  • [8] A fed-batch fermentation process identification and direct adaptive neural control with integral term
    Baruch, LS
    Barrera-Cortés, J
    Hernández, LA
    [J]. MICAI 2004: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2004, 2972 : 764 - 773
  • [9] Nonlinear Indirect Adaptive Control of a Fed-batch Fermentation Bioprocess
    Selisteanu, Dan
    Petre, Emil
    Sendrescu, Dorin
    Roman, Monica
    [J]. 2012 17TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2012, : 367 - 372
  • [10] Evolutionary algorithms for optimal control in fed-batch fermentation processes
    Rocha, M
    Neves, J
    Rocha, I
    Ferreira, EC
    [J]. APPLICATIONS OF EVOLUTIONARY COMPUTING, 2004, 3005 : 84 - 93
12345