Neural network-based TIG weld width fuzzy controller

被引:0
|
作者
李文
张福恩
孙辉
机构
关键词
PID control; fuzzy logic; neural network; TIG welding;
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
A netal network-based fuzzy self-tuning PID controller theh is prope to control the dynamic process ofpulse TIG welding uses fuzzy logic and neural network to adjust the parameters of PID controller on line, and simula-tion results show that the controller has not only simple nonlinear control of tfuzzy control, but also the learning capabil-ity and adaptability of neural netwrk.
引用
收藏
页码:40 / 44
页数:5
相关论文
共 50 条
  • [1] Neural network-based semi-inverse controller
    Schmidt, M.
    Pivonka, P.
    Annals of DAAAM for 2006 & Proceedings of the 17th International DAAAM Symposium: INTELLIGENT MANUFACTURING & AUTOMATION: FOCUS ON MECHATRONICS AND ROBOTICS, 2006, : 369 - 370
  • [2] Fuzzy neural-network-based controller
    Gücüyener, İsmet
    Solid State Phenomena, 2015, 220-221 : 407 - 412
  • [3] A Fuzzy Logic and Artificial Neural Network-Based Intelligent Controller for a Vehicle-to-Grid System
    Sah, Bikash
    Kumar, Praveen
    Bose, Sanjay Kumar
    IEEE SYSTEMS JOURNAL, 2021, 15 (03): : 3301 - 3311
  • [4] Neural Network-Based Fuzzy Control Surface Implementation
    Alawad, Mohammed
    Ismail, Sinan
    Lin, Mingjie
    2015 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP), 2015, : 113 - 117
  • [5] RETRACTED: Neural network-based fuzzy logic parallel distributed compensation controller for structural system (Retracted Article)
    Chen, Cheng-Wu
    JOURNAL OF VIBRATION AND CONTROL, 2013, 19 (11) : 1709 - 1727
  • [6] Parallel neural network-based motion controller for autonomous underwater vehicles
    Gan, Y
    Wang, LR
    Wan, L
    Xu, YR
    CHINA OCEAN ENGINEERING, 2005, 19 (03) : 485 - 496
  • [7] Parallel Neural Network-Based Motion Controller for Autonomous Underwater Vehicles
    甘永
    王丽荣
    万磊
    徐玉如
    China Ocean Engineering, 2005, (03) : 485 - 496
  • [8] Friction compensation of a retrofit milling machine through a fuzzy logic controller combined with neural network-based feedforward control
    Yan, MT
    Huang, YL
    Hsue, AWJ
    2005 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS, 2005, : 398 - 403
  • [9] A neuro-fuzzy network-based controller for DC motor speed control
    Tipsuwan, Y
    Aiemchareon, S
    IECON 2005: THIRTY-FIRST ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-3, 2005, : 2433 - 2438
  • [10] Design candidate identification using neural network-based fuzzy reasoning
    Sun, J
    Kalenchuk, DK
    Xue, D
    Gu, P
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2000, 16 (05) : 383 - 396