Adaptive Single Neuron PID Control with Fuzzy and Self-tuning in Networked Control Systems

被引：4
|
作者：
Yu, Haichen [1 ]
Shao, Cheng [1 ]
Zhou, Desheng [1 ]
机构：
[1] Dalian Univ Technol, Sch Control Sci & Engn, Dalian, Peoples R China
来源：
ADVANCES IN COMPUTING, CONTROL AND INDUSTRIAL ENGINEERING | 2012年 / 235卷
关键词：
Networked Control Systems(NCSs); Single Neural PID; Fuzzy Control; Adaptive Control; DESIGN;
D O I：
10.4028/www.scientific.net/AMM.235.152
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
As the varied time-delay caused by the network in NCSs, the analysis and design of NCSs become more difficult. In this paper, the single neuron PID control algorithm is modified by adjusting adaptively the scale factor and learning rate of the neuron with fuzzy rulers subject to NCSs. It is observed from the simulation that the proposed method has a well dynamic and adaptive performance.
引用
收藏
页码：152 / 157
页数：6
相关论文
共 50 条
  • [1] Single Neuron Self-tuning PID Control for Welding Molten Pool Depth
    Liu, Xiwen
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 7922 - 7925
  • [2] A Self-tuning Fuzzy Controller for Networked Control System
    Tian, Xilan
    Wang, Xuesong
    Cheng, Yuhu
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2007, 7 (01): : 97 - 102
  • [3] Adaptive self-tuning PID control algorithm for a yacht
    Xiao, CM
    Austin, PC
    [J]. CONTROL APPLICATIONS IN MARINE SYSTEMS 2001 (CAMS 2001), 2002, : 357 - 362
  • [4] Adaptive Self-Tuning PID Control of Submarine Periscope
    Lavanfar, Elham
    Tehrani, Nafiseh Mazaheri
    Vali, Ahmadreza
    [J]. 2013 IEEE 4TH INTERNATIONAL CONFERENCE ON ELECTRONICS INFORMATION AND EMERGENCY COMMUNICATION (ICEIEC), 2014, : 189 - 192
  • [5] Fuzzy Immune Self-tuning PID Control of HVAC System
    Wang, Jiangjiang
    Zhang, Chunfa
    Jing, Youyin
    [J]. 2008 INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION: (ICMA), VOLS 1 AND 2, 2008, : 677 - 682
  • [6] Yacht adaptive self-tuning PID control:: An H∞ approach
    Xiao, Chengmo
    Nguang, Sing Kiong
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2008, 4 (03): : 717 - 733
  • [7] Research on Tension Control System Based on Fuzzy Self-tuning PID Control
    Liu Xiao-hui
    Li Xu
    [J]. 2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 3385 - +
  • [8] Speed Control of BLDC Motor By Using PID Control and Self-tuning Fuzzy PID Controller
    Shamseldin, Mohammed Abdelbar
    El-Samahy, Adel A.
    [J]. 2014 15TH INTERNATIONAL WORKSHOP ON RESEARCH AND EDUCATION IN MECHATRONICS (REM), 2014,
  • [9] Brushless DC motor tracking control using self-tuning fuzzy PID control and model reference adaptive control
    El-samahy, Adel A.
    Shamseldin, Mohamed A.
    [J]. AIN SHAMS ENGINEERING JOURNAL, 2018, 9 (03) : 341 - 352
  • [10] Self-Tuning Adaptive Multi-Rate Control for Energy Efficient Wireless Networked Control Systems
    Mansano, Raul K.
    Rodrigues, Renan J.
    Godoy, Eduardo P.
    Colon, Diego
    [J]. 2016 12TH IEEE/IAS INTERNATIONAL CONFERENCE ON INDUSTRY APPLICATIONS (INDUSCON), 2016,
12345