PID neural network based predictive fuzzy control research

被引:0
|
作者
Lv, Jin [1 ]
Guo, Chen [1 ]
Yuan Shi-chun [1 ]
机构
[1] Dalian Maritime Univ, Automat & Elect Engn Coll, Dalian 116026, Peoples R China
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
Aiming to get the control feature of large delay system like ships, designing a 2-rank derivative multi-step neural network predictive model and the algorithm, and presenting a fuzzy control scheme based on the model with PID Neural Network and fuzzy CMAC controller, we solve the problems of model online identification and controller online design in traditional adaptive control, so that the high precision output fellow-up control of systems with large delay and uncertain nonlinear features can be realized. Simulation results show that the method has perfect control effect.
引用
收藏
页码:947 / 951
页数:5
相关论文
共 50 条
  • [1] Predictive control research based PID neural network of large ship
    Lv, Jin
    Guo, Chen
    Zheng, Yun-feng
    Shen, Zhi-peng
    Yuan, Shi-chun
    [J]. IECON 2007: 33RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-3, CONFERENCE PROCEEDINGS, 2007, : 683 - 687
  • [2] Research on Neural Network Smith Predictive Compensable Fuzzy PID Control for Distributed System of Aeroengine
    Cai, Kailong
    Tu, Mingwu
    [J]. 2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 4564 - 4569
  • [3] The research of fuzzy PID control strategy based on neural network in the tension system
    He, Yongyi
    Guo, Shuai
    Zhou, Qihong
    [J]. KNOWLEDGE ENTERPRISE: INTELLIGENT STRATEGIES IN PRODUCT DESIGN, MANUFACTURING, AND MANAGEMENT, 2006, 207 : 550 - +
  • [4] Applied research in fuzzy neural network predictive control
    Li, Yong-Wei
    Li, Wei
    Yu, Guo-Qing
    Wang, Zhen-Yu
    Guo, Peng
    [J]. PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS, 2007, : 408 - +
  • [5] Application Research of Pipe Racking System Based on Improved Fuzzy Neural Network PID Control
    Song, Jian-hua
    Cai, Da-wei
    Zhu, Xing-dong
    [J]. ADVANCED POLYMER PROCESSING III, 2013, 561 : 448 - +
  • [6] Research on the fuzzy neural network PID control of load simulator based on friction torque compensation
    Ni, Zhisheng
    Wang, Mingyan
    [J]. 2014 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL 1, 2014, : 292 - 295
  • [7] A Research of Network Congestion Control Based on Fuzzy PID Arithmetic
    Wei, Haimei
    [J]. MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 266 - 269
  • [8] Development and research of intelligent PID controller based on fuzzy neural network
    [J]. Qiuhua, Xu, 1600, Bentham Science Publishers B.V., P.O. Box 294, Bussum, 1400 AG, Netherlands (06):
  • [9] RETRACTED: Predictive Control Based on PID Neural Network (Retracted Article)
    Fan, Hai-wei
    Lv, Jin
    Zhao, Xiang-mo
    [J]. 2011 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL SCIENCE-ICEES 2011, 2011, 11
  • [10] Fuzzy Neural Network PID Control Based on RBF Neural Network for Variable Configuration Spacecraft
    Wang, Ran
    Zhou, Zhicheng
    Qu, Guangji
    [J]. PROCEEDINGS OF 2018 IEEE 3RD ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC 2018), 2018, : 1203 - 1207