The Design of Three-motor Intelligent Synchronous Decoupling Control System

被引:0
|
作者
Liu, Xingqiao [1 ]
Hu, Jianqun [1 ]
Teng, Shaoqing [1 ]
Zhao, Liang [1 ]
Liu, Guohai [1 ]
机构
[1] Jiangsu Univ, Sch Elect & Informat Engn, Zhenjiang, Peoples R China
关键词
synchronous control system; decoupling control; BP neural network; neuron decoupling; speed; tension;
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
Aiming at the characteristics of multi-input and multi-output, nonlinearity, time-variation and strong coupling in the three-motor synchronous control system, and on the basis of mathematic model analysis of three-motor synchronous control system, the neural network control system is designed. It is composed of three intelligent PI D controllers based on BP neural network arithmetic which adjusts the parameters of PID controllers on-line and neuron decoupling compensator. The control of speed and tension of system is realized by three intelligent PID controllers based on BP neural network, and the decoupling control of coupled variables is achieved by neuron decoupling compensator. Experiment is combined with PLC, and the results indicate that the control system can get some optimal parameters of the PID controllers according to different running state of system. The method is designed to realize better decoupling control between the speed and tension in the system, and it has better dynamic and static characteristics.
引用
收藏
页码:375 / 379
页数:5
相关论文
共 50 条
  • [1] Three-motor Synchronous Decoupling Control Based on BP Neural Network
    Liu, Xingqiao
    Zhang, Xiangmei
    Hu, Jianqun
    Liu, Yang
    Liu, Guohai
    Zhao, Liang
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 5365 - 5368
  • [2] Fuzzy Active Disturbance Rejection Control of Three-Motor Synchronous System
    Liu, Xingqiao
    Tang, Lin
    Zhou, Li
    [J]. CONTROL ENGINEERING AND APPLIED INFORMATICS, 2011, 13 (04): : 51 - 57
  • [3] Simulation of Three-motor Synchronous Control System Based on BP Neural Network
    Zhao, Liang
    Liu, Xingqiao
    Chen, Chong
    Liu, Guohai
    Cheng, Li
    [J]. 7TH INTERNATIONAL CONFERENCE ON SYSTEM SIMULATION AND SCIENTIFIC COMPUTING ASIA SIMULATION CONFERENCE 2008, VOLS 1-3, 2008, : 1358 - 1363
  • [4] Study on Three-motor Synchronous System of Fuzzy Active Disturbance Rejection Control
    Tang, Lin
    Liu, Xingqiao
    Zhu, Liting
    [J]. INDUSTRIAL DESIGN AND MECHANICAL POWER, 2012, 224 : 543 - 546
  • [5] Neural Network Based Internal Model Decoupling Control of Three-motor Drive System
    Liu, Guohai
    Yu, Kun
    Zhao, Wenxiang
    [J]. ELECTRIC POWER COMPONENTS AND SYSTEMS, 2012, 40 (14) : 1621 - 1638
  • [6] Three-motor Synchronous Control System Based on a Compound Active Disturbance Rejection Controller with RBF
    Ding, Wangfang
    Liu, Xingqiao
    [J]. PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 3870 - 3875
  • [7] Neuron Decoupling and Adaptive PID Control of Three-motor Variable Frequency Speed-regulation System
    Shen Cuifeng
    [J]. PROCEEDINGS OF THE THIRD INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 - 4, 2010, : 47 - 52
  • [8] Design of Intelligent Control System for AC Motor Synchronous Driving
    Wang, Shuzhou
    Wu, Jancheng
    [J]. 2011 INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND NEURAL COMPUTING (FSNC 2011), VOL VI, 2011, : 527 - 529
  • [9] Design of Intelligent Control System for AC Motor Synchronous Driving
    Wang, Shuzhou
    Wu, Jancheng
    [J]. 2011 AASRI CONFERENCE ON INFORMATION TECHNOLOGY AND ECONOMIC DEVELOPMENT (AASRI-ITED 2011), VOL 3, 2011, : 304 - 306
  • [10] The research of Fuzzy Immune Linear Active Disturbance Rejection Control Strategy for three-motor synchronous system
    Li Hui
    Liu Xingqiao
    Li Jing
    [J]. CONTROL ENGINEERING AND APPLIED INFORMATICS, 2015, 17 (04): : 50 - 58