Parameter Identification Model with the Control Term in Batch Anaerobic Fermentation

被引:3
|
作者
Li, Xiaohong [1 ]
Zhang, Shuxi [1 ]
Xu, Zhilong [2 ]
Feng, Enmin [3 ]
机构
[1] Liaoning Univ Sci & Technol, Coll Sci, Anshan 114051, Liaoning, Peoples R China
[2] Dalian Univ Technol, Sch Environm & Biol Sci & Technol, Dalian 116024, Peoples R China
[3] Dalian Univ Technol, Math Acad Sci, Dalian 116024, Peoples R China
来源
ADVANCED MATERIALS AND PROCESS TECHNOLOGY, PTS 1-3 | 2012年 / 217-219卷
关键词
batch fermentation; parameter identification; Particle Swarm Optimization algorithm; knetics system; 1,3-PROPANEDIOL;
D O I
10.4028/www.scientific.net/AMM.217-219.1535
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, according to the characteristics, dynamical behavior and the experimental data of the batch anaerobic culture, a parameter identification model was improved to describe the dynamical system for microorganism in batch fermentation. And some relative characters were introduced. Finally, a PSO algorithm with the inertia weight was used to get the best optimal parameter of the identification model. The results show that the model reduces the errors between the experimental data and computational values, and they can simulate the process of batch fermentation better.
引用
收藏
页码:1535 / +
页数:2
相关论文
共 50 条
  • [1] An improved model for multistage simulation of glycerol fermentation in batch culture and its parameter identification
    Wang, Lei
    Ye, Jianxiong
    Feng, Enmin
    Xiu, Zhilong
    NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2009, 3 (04) : 455 - 462
  • [2] On-line state estimation and parameter identification for batch fermentation
    Gee, DA
    Ramirez, WF
    BIOTECHNOLOGY PROGRESS, 1996, 12 (01) : 132 - 140
  • [4] Modeling and parameter identification of microbial batch fermentation under environmental disturbances
    Gao, Jinggui
    Feng, Enmin
    Zhang, Weihai
    APPLIED MATHEMATICAL MODELLING, 2022, 108 : 205 - 219
  • [5] MULTISTAGE DYNAMIC SYSTEM OF MICROBIAL BATCH FERMENTATION AND ITS PARAMETER IDENTIFICATION
    Wang, Yan
    Li, Xiaohong
    Feng, Enmin
    Xiu, Zhilong
    INTERNATIONAL JOURNAL OF BIOMATHEMATICS, 2013, 6 (06)
  • [6] PARAMETER-ESTIMATION AND MATHEMATICAL PROPERTIES OF A MODEL FOR BATCH FERMENTATION
    CROOKE, PS
    TANNER, RD
    APPLIED MATHEMATICAL MODELLING, 1980, 4 (05) : 376 - 380
  • [7] A fed-batch fermentation process identification and direct adaptive neural control with integral term
    Baruch, LS
    Barrera-Cortés, J
    Hernández, LA
    MICAI 2004: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2004, 2972 : 764 - 773
  • [8] A multistage system of microbial fed-batch fermentation and its parameter identification
    Gong, Zhaohua
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2010, 80 (09) : 1903 - 1910
  • [9] Influence of Genetic Algorithm Parameters on Their Performance for Parameter Identification of a Yeast Fed-batch Fermentation Process Model
    Angelova, Maria
    Pencheva, Tania
    International Journal Bioautomation, 2024, 28 (04): : 233 - 244
  • [10] Nonlinear impulsive system of fed-batch in fermentation productive and its parameter identification
    Gao, CX
    Feng, EM
    Xju, ZL
    2004 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1-3, 2004, : 2160 - 2164