Optimal feeding profile for a fuzzy logic controller in a bioreactors using genetic algorithm

被引：0
|
作者：
D. Mokeddem
A. Khellaf
机构：
[1] University of Setif,Laboratory for Scientific Instrumentation Department of Electronics, Faculty of Engineering
来源：
Nonlinear Dynamics | 2012年 / 67卷
关键词：
Fed-batch bioreactor; Optimal control; Genetic algorithm; Fuzzy logic controller; Multi-objective optimisation; Pareto;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
The ultimate objective of any control strategy is to maximize productivity, and improve the quantity of products and reduce costs. The performance of a bioprocess operating in fed batch production of protein can be obtained in two steps. First, we determine the optimal trajectories (profiles) for the variables of interests and then a genetic algorithm based on a fuzzy logic controller is applied to regulate these variables around these profiles.
引用
收藏
页码：2835 / 2845
页数：10
相关论文
共 50 条
  • [1] Optimal feeding profile for a fuzzy logic controller in a bioreactors using genetic algorithm
    Mokeddem, D.
    Khellaf, A.
    NONLINEAR DYNAMICS, 2012, 67 (04) : 2835 - 2845
  • [2] Optimal feeding profile in fed-batch bioreactors using a genetic algorithm
    Mokeddem, D.
    Khellaf, A.
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2010, 48 (20) : 6125 - 6135
  • [3] Optimal PI-fuzzy logic controller of glucose concentration using genetic algorithm
    Al-Fandi, Mohamed
    Jaradat, Mohammad Abdel Kareem
    Sardahi, Yousef
    INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS, 2011, 15 (02) : 99 - 117
  • [4] Tuning of fuzzy logic controller with genetic algorithm
    Zupančič, Borut
    Klopčič, Marko
    Karba, Rihard
    Informatica (Ljubljana), 1999, 23 (04): : 559 - 564
  • [5] Using motor speed profile and genetic algorithm to optimize the fuzzy logic controller for controlling DC servomotor
    1600, Acta Press (94):
  • [6] Constraining the optimization of a fuzzy logic controller using an enhanced genetic algorithm
    Cheong, F
    Lai, R
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2000, 30 (01): : 31 - 46
  • [7] Optimization of Fuzzy Logic Controller for Trajectory Tracking Using Genetic Algorithm
    Shill, Pintu Chandra
    Akhand, M. A. H.
    Amin, Md Faijul
    Murase, Kazuyuki
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2011, 15 (06) : 639 - 651
  • [8] Design of optimal fuzzy logic controller with genetic algorithms
    Rekik, C
    Djemel, M
    Derbel, N
    Alimi, A
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL, 2002, : 98 - 103
  • [9] Genetic Algorithm Based Optimal Design of Fuzzy Logic Controller for Active Magnetic Bearings
    Reddy, Anand Shivanappa
    Agarwal, Praveen Kumar
    Chand, Satish
    2014 INTERNATIONAL CONFERENCE ON POWER, CONTROL AND EMBEDDED SYSTEMS (ICPCES), 2014,
  • [10] OPTIMAL DESIGN OF A FUZZY LOGIC CONTROLLER FOR CONTROL OF A CEMENT MILL PROCESS BY A GENETIC ALGORITHM
    Subbaraj, P.
    Anand, P. S. Godwin
    INSTRUMENTATION SCIENCE & TECHNOLOGY, 2011, 39 (03) : 288 - 311
12345