Design of Fuzzy Logic-Based pH Controller for High-Pressure-Rated Modified CSTR System

被引:2
作者
Kannangot, Jithin [1 ]
Lakshmi, Ponnusamy [1 ]
Thiruppathi, Keppayan [2 ]
机构
[1] Coll Engn Guindy, Madras, Tamil Nadu, India
[2] Natl Inst Ocean Technol, Madras, Tamil Nadu, India
来源
ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY ALGORITHMS IN ENGINEERING SYSTEMS, VOL 1 | 2015年 / 324卷
关键词
CSTR; First-order plus dead time; Conventional PI controller; Fuzzy logic controller; Ziegler Nichols and Cohen Coon methods;
D O I
10.1007/978-81-322-2126-5_86
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, control of pH in the high-pressure-rated environmental continuous stirred tank reactor (CSTR) where deep sea conditions are mimicked is considered. Since the pressure in deep sea is higher, the pressure inside the environmental CSTR is also kept at an elevated value. Temperature inside the system is considered to be constant. Control of pH inside such a high-pressure-rated environmental CSTR system is a tedious task. First-order plus dead time (FOPDT) model is derived from the real-time system open-loop pH curve. Conventional PI controller and fuzzy logic controller are developed for the control of pH and their performance indices also compared. MATLAB Simulink block is used for controller simulation and result comparison. PI controller is tuned using minimum ISE Zhuang and Atherton method tuning protocols. Simulation result of PI controller and fuzzy logic controller are presented for comparing their efficiency; also various performance indices are calculated, and the best control action is identified. Fuzzy logic controller gives better servo and regulatory response than PI controller.
引用
收藏
页码:803 / 811
页数:9
相关论文
共 14 条
  • [1] Abdullah S. R. S., 2011, Proceedings of the 2011 International Conference on Pattern Analysis and Intelligent Robotics (ICPAIR 2011), P171, DOI 10.1109/ICPAIR.2011.5976890
  • [2] EFFECT OF PRESSURE ON CARBONIC ACID BORIC ACID AND PH IN SEAWATER
    CULBERSO.C
    PYTKOWIC.RM
    [J]. LIMNOLOGY AND OCEANOGRAPHY, 1968, 13 (03) : 403 - &
  • [3] Fuente M.J., 2002, IEEE P
  • [4] A rule base modification scheme in fuzzy controllers for time-delay systems
    Genc, Hakki Murat
    Yesil, Engin
    Eksin, Ibrahim
    Guzelkaya, Mujde
    Tekin, Ozgur Aydin
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (04) : 8476 - 8486
  • [5] Ibrahim R., 2008, PRACTICAL MODELLING, P1
  • [6] ONLINE COMPUTER CONTROL OF PH IN AN INDUSTRIAL-PROCESS
    JACOBS, OLR
    HEWKIN, PF
    WHILE, C
    [J]. IEE PROCEEDINGS-D CONTROL THEORY AND APPLICATIONS, 1980, 127 (04): : 161 - 168
  • [7] Jiayu K., 2009, FUZZY PID CONTROL PH, P978
  • [8] Muhaini I., 2009, CONTROL PH LEVEL USI
  • [9] Muthu R, 2003, ICECS 2003: PROCEEDINGS OF THE 2003 10TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS, VOLS 1-3, P1066
  • [10] IN-LINE CONTROL OF NONLINEAR PH NEUTRALIZATION BASED ON FUZZY-LOGIC
    PAREKH, M
    DESAI, M
    LI, H
    RHINEHART, RR
    [J]. IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY PART A, 1994, 17 (02): : 192 - 201