Improved performance of self-organising fuzzy controller (SOC) in pH control

被引:0
|
作者
Ylen, JP [1 ]
机构
[1] Helsinki Univ Technol, Control Engn Lab, FIN-02150 Espoo, Finland
来源
1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2 | 1998年
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 modified SOC-algorithm is developed. In addition to the traditional deterministic controller performance evaluation also stochastic measures of the controller behaviour were used to meet acceptable performance. The adaptation feature was extended from conventional (e,Delta e) rule base (PD-control) to integral action (I-control) creating an adaptive PD+I fuzzy controller. The algorithm was successfully implemented on a pilot-scale neutralisation process.
引用
收藏
页码:258 / 263
页数:6
相关论文
共 50 条
  • [1] Practical aspects of self-organising fuzzy controller (SOC) implementation
    Ylen, JP
    PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS I - III, 1997, : 483 - 488
  • [2] Fuzzy self-organising pH control of an ammonia scrubber
    Ylen, JP
    Jutila, P
    CONTROL ENGINEERING PRACTICE, 1997, 5 (09) : 1233 - 1242
  • [3] A self-organising fuzzy logic controller for a coordinate machine
    Huang, SJ
    Lin, CC
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2002, 19 (10): : 736 - 742
  • [4] A Self-Organising Fuzzy Logic Controller for a Coordinate Machine
    S.-J. Huang
    C.-C. Lin
    The International Journal of Advanced Manufacturing Technology, 2002, 19 : 736 - 742
  • [5] Optimisation enhancement using self-organising fuzzy control
    Tighe, A
    Smith, FS
    Lyons, G
    KYBERNETES, 2005, 34 (9-10) : 1440 - 1455
  • [6] Self-organising fuzzy logic control of a hydrostatic transmission
    Njabeleke, IA
    Pannett, RF
    Chawdhry, PK
    Burrows, CR
    UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II, 1998, : 66 - 72
  • [7] Self-organising fuzzy logic classifier
    Gu, Xiaowei
    Angelov, Plamen P.
    INFORMATION SCIENCES, 2018, 447 : 36 - 51
  • [8] DSP-based self-organising fuzzy controller for active suspension systems
    Lin, Jeen
    Lian, Ruey-Jing
    VEHICLE SYSTEM DYNAMICS, 2008, 46 (12) : 1123 - 1139
  • [9] Design of self-organising controller with dual outputs
    So, SH
    Park, DJ
    ELECTRONICS LETTERS, 1998, 34 (07) : 701 - 702
  • [10] An improved approach of self-organising fuzzy neural network based on similarity measures
    Gang Leng
    Xiao-Jun Zeng
    John A. Keane
    Evolving Systems, 2012, 3 (1) : 19 - 30