Adaptive Fuzzy Control for the Electric Furnace

被引：5
|
作者：
Teng, Fei [1 ]
Li, Hongxing [2 ]
机构：
[1] Beijing Univ Chem Technol, Coll Informat Sci & Technol, Beijing 100029, Peoples R China
[2] Beijing Union Univ, Coll Automat, Beijing 100101, Peoples R China
来源：
2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 2 | 2009年
基金：
中国国家自然科学基金;
关键词：
Adaptive fuzzy control; electric furnace; temperature control;
D O I：
10.1109/ICICISYS.2009.5358363
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The electric furnace is a multi-variable nonlinear industrial complex plant It is very hard to give the exact mathematical model and to confirm parameters In this paper, the adaptive fuzzy control is applied into the temperature control of the electric furnace to avoid the influence of the inaccuracy of model In order to improve the limitation of the traditional fuzzy control, the fuzzy algorithm is used to online tune the three parameters of the traditional fuzzy control system Simulation experiment of the system applying the classic PID, traditional fuzzy control and the adaptive fuzzy control has been done. Simulation results show that system adopted adaptive fuzzy control has shorter settling time, smaller overshoot, faster rise time, good capacity of anti-disturbance and comparatively strong robustness
引用
收藏
页码：439 / +
页数：2
相关论文
共 50 条
  • [31] Adaptive fuzzy sliding mode control for electric power steering system
    Lu, Sheng
    Lian, Majun
    Liu, Mingjie
    Cho, Chongdu
    Piao, Changhao
    [J]. JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2017, 31 (06) : 2643 - 2650
  • [32] STUDY ON THE POSITION CONTROL OF ELECTRIC CYLINDER BASED ON FUZZY ADAPTIVE PID
    Geng, Zhang
    [J]. INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2020, 35 (03): : 242 - 247
  • [33] Adaptive Steering Control Using Fuzzy CMAC for Electric Seatless Unicycles
    Li, Yi-Yu
    Tsai, Ching-Chih
    Tai, Feng-Chun
    Yap, Hong-Seng
    [J]. 11TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2014, : 556 - 561
  • [34] Direct Adaptive Fuzzy Sliding Mode Control of Arc Furnace Electrode Regulator System
    Guan Ping
    Li Ji-chao
    Liu Xiao-he
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 2776 - 2781
  • [35] Fuzzy control of a multiple hearth furnace
    Ramírez, M
    Haber, R
    Peña, V
    Rodríguez, I
    [J]. COMPUTERS IN INDUSTRY, 2004, 54 (01) : 105 - 113
  • [36] The Simulation Study on Temperature Control System of Nitriding Electric-Furnace Based on Fuzzy-PID Control
    Wang Lei
    Sun Hui
    Cui Ming-yuan
    Yang Hong
    Wang Qiong
    [J]. PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL II, 2009, : 361 - +
  • [37] Modeling and control of an electric arc furnace
    Boulet, B
    Lalli, G
    Ajersch, M
    [J]. PROCEEDINGS OF THE 2003 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2003, : 3060 - 3064
  • [38] COMPUTER CONTROL FOR ELECTRIC FURNACE STEELMAKING
    GLOVEN, DO
    [J]. JOM-JOURNAL OF METALS, 1964, 16 (12): : 963 - &
  • [39] New electric furnace control systems
    不详
    [J]. HEAT TREATMENT OF METALS, 1997, 24 (04): : 104 - 104
  • [40] Development of AC electric arc-furnace control system based on fuzzy neural network
    Hong, Zhennan
    Sheng, Yifa
    Li, Junhong
    Kasuga, Masao
    Zhao, Liang
    [J]. IEEE ICMA 2006: PROCEEDING OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2006, : 2459 - +
12345