Fuzzy Self-tuning Control of PID Parameters in SPMIG for Aluminum Alloy Sheet

被引:0
|
作者
Liao Tianfa [1 ]
Xue Jiaxiang [1 ]
机构
[1] South China Univ Technol, Sch Mech & Automot Engn, Guangzhou 510640, Peoples R China
关键词
Aluminium alloy; SPMIG; PID; Fuzzy Self-tuning;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper firstly introduced the principle and technological method of fuzzy self-tuning algorithm, and discussed related parameters and rules of the fuzzification, membership function, fuzzy rule and defuzzification in the fuzzy self-tuning algorithm. Then, two kinds of PID control methods were compared by the Simulink simulation platform, and the result showed that the input adaptability and anti-interference ability of fuzzy self-tuning controller of PID parameters were significantly better than those of fixed PID controller. Finally, the result was verified by the SPMIG welding test for aluminium alloy sheet with a thickness of 2mm, thus obtaining better welding effect.
引用
收藏
页码:525 / 528
页数:4
相关论文
共 50 条
  • [41] Effective PID Parameters Self-tuning Rule Based on Internal Model Control
    Liu, Yang
    Wang, Qinruo
    [J]. INTELLIGENT SYSTEM AND APPLIED MATERIAL, PTS 1 AND 2, 2012, 466-467 : 1115 - 1119
  • [42] An IMC based Fuzzy Self-Tuning Mechanism for Fuzzy PID Controllers
    Savran, Akin Ilker
    Beke, Aykut
    Kumbasar, Tufan
    Yesil, Engin
    [J]. 2015 INTERNATIONAL SYMPOSIUM ON INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS (INISTA) PROCEEDINGS, 2015, : 343 - 349
  • [43] New PID Parameters Tuning Formulae for Relay Feedback Self-tuning
    Yang Ping
    Pan Shuai
    [J]. 2008 IEEE INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING WORKSHOP PROCEEDINGS, VOLS 1 AND 2, 2008, : 567 - +
  • [44] PID SELF-TUNING CONTROLLER FOR ALUMINUM ROLLING-MILL
    BROWN, RE
    MALIOTIS, GN
    GIBBY, JA
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1993, 29 (03) : 578 - 583
  • [45] Study on Fuzzy self-tuning PID internal model control algorithm and Its application
    Zhang Ming-guang
    Wang Peng
    Wang zhao-Gang
    [J]. CIS WORKSHOPS 2007: INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY WORKSHOPS, 2007, : 31 - +
  • [46] The simulation study on a robust self-tuning fuzzy PID controller
    Du, JL
    Guo, C
    Li, RT
    Fei, YW
    [J]. SYSTEM SIMULATION AND SCIENTIFIC COMPUTING (SHANGHAI), VOLS I AND II, 2002, : 228 - 231
  • [47] Electro-hydraulic servo actuator fuzzy self-tuning PID control research
    Wang, Xinge
    Li, Lei
    Wei, Xiuling
    Chen, Guiqin
    Liu, Bingfeng
    [J]. MACHINE DESIGN AND MANUFACTURING ENGINEERING III, 2014, : 795 - 798
  • [48] DC Motor Speed Control System Simulation Based on Fuzzy Self-tuning PID
    Zhang, Rui
    Song, Le-peng
    Yang, Jun-ling
    Hoffman, Timothy
    [J]. FUZZY INFORMATION AND ENGINEERING, VOLUME 2, 2009, 62 : 967 - 975
  • [49] Fuzzy immune self-tuning PID controller and its simulation
    Kan, Jiangming
    Li, Wenbin
    Liu, Jinhao
    [J]. ICIEA 2008: 3RD IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, PROCEEDINGS, VOLS 1-3, 2008, : 625 - 628
  • [50] The Pump House Constant Pressure Fuzzy Self-tuning PID Control System Simulation
    Wang De-biao
    Song Le-peng
    Hu Da-yong
    Chen Yong-gang
    [J]. 2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 1121 - 1124