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
  • [1] Adaptive Fuzzy Control Based on Genetic Algorithm for Vertical Electric Furnace
    Li, Hongxing
    Pan, Changbo
    Teng, Fei
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS ( ICAL 2009), VOLS 1-3, 2009, : 933 - +
  • [2] Improving adaptive fuzzy control performance by speeding up identification: Application to an electric furnace
    de Oliveira, JV
    Lemos, JM
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 1998, 6 (03) : 297 - 314
  • [3] Adaptive frequency control of an electric resistance furnace
    Henderson, IA
    Kucharski, J
    McGhee, J
    Sankkowski, D
    [J]. ADAPTIVE SYSTEMS IN CONTROL AND SIGNAL PROCESSING 1998, 2000, : 53 - +
  • [4] Application of Indirect Adaptive Fuzzy Control in Arc Furnace
    Guan, Ping
    Li, Minghui
    Liu, Xiaohe
    Yang, Xiuyuan
    [J]. 2011 9TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2011), 2011, : 136 - 140
  • [5] Adaptive Control of the Active Power of an Electric Arc Furnace
    Panoiu, Manuela
    Panoiu, Caius
    Sora, Ioan
    Iordan, Anca
    [J]. PROCEEDINGS OF THE 4TH WSEAS/IASME INTERNATIONAL CONFERENCE ON DYNAMICAL SYSTEMS AND CONTROLS, 2008, : 85 - +
  • [6] Electric Arc Current Control for an Electric Arc Furnace Based on Fuzzy Logic
    Ghiormez, Loredana
    Prostean, Octavian
    [J]. 2015 IEEE 10TH JUBILEE INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS (SACI), 2015, : 359 - 364
  • [7] Adaptive Fuzzy PID in the Application of the Furnace Temperature Control System
    Guan, Zhengqiang
    Luo, Xiaoming
    Song, Lepeng
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MECHANICAL SCIENCE AND ENGINEERING, 2016, 66
  • [8] Application of Adaptive Fuzzy Sliding mode control in Arc furnace
    Li, Ji-chao
    Guan, Ping
    Liu, Xiao-he
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 6943 - 6948
  • [9] The application of fuzzy predictive control to temperature Control of Electric Heating oil furnace
    Gu Deying
    Ren Liangchao
    [J]. 26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 4421 - 4424
  • [10] Fuzzy Self-adaptive PID and Realization in Electric Heating Furnace System
    Wang, Sue
    [J]. ADVANCED RESEARCH ON AUTOMATION, COMMUNICATION, ARCHITECTONICS AND MATERIALS, PTS 1 AND 2, 2011, 225-226 (1-2): : 651 - 655
12345