Automatic design of QFT robust controller based on genetic algorithms

被引:0
|
作者
Wang, Qingwei [1 ]
Liu, Zhenghua [1 ]
Er, Lianjie [1 ]
机构
[1] Beijing Univ Aeronaut & Astronaut, Sch Automat Sci & Elect Engn, Beijing 100083, Peoples R China
关键词
quantitative feedback theory; robust control; genetic algorithms; automatic design;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
QFT can provide robust control for the plant with large uncertainties. Since the manual design with the help of QFT box in Matlab is complicated and even unsolvable and the existed automatic design methods are limited in optimization, based on the genetic algorithms, a more effective automatic design methodology of QFT robust controller is proposed. Some new optimization indexes are adopted, so the design method is more mature. Comparing with the results from the manual design and other automatic design methods, the performance of the QFT controller based on genetic algorithms is the best. It is an automatic and optimal design method for QFT robust controller. This method is effective, successful and applicable.
引用
收藏
页码:2272 / 2276
页数:5
相关论文
共 50 条
  • [1] Robust Controller Design for EHA Based on QFT
    Zhang, Zhen
    Li, Haijun
    Yao, Chengzhu
    [J]. 2015 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS IHMSC 2015, VOL I, 2015, : 403 - 406
  • [2] GA based automatic design and optimization of QFT controller
    Wang, Qingwei
    Liu, Zhenghua
    Er, Lianjie
    [J]. ISSCAA 2006: 1ST INTERNATIONAL SYMPOSIUM ON SYSTEMS AND CONTROL IN AEROSPACE AND ASTRONAUTICS, VOLS 1AND 2, 2006, : 1184 - +
  • [3] QFT controller optimization for automatic design
    Croulard, V
    Godoy, E
    Boichot, J
    [J]. PROCEEDINGS OF THE 39TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2000, : 4735 - 4740
  • [4] Robust controller design based on genetic algorithms and system simulation
    Sekaj, Ivan
    Sramek, Marian
    [J]. 2005 44TH IEEE CONFERENCE ON DECISION AND CONTROL & EUROPEAN CONTROL CONFERENCE, VOLS 1-8, 2005, : 6881 - 6886
  • [5] Automatic loop-shaping of QFT robust controllers via genetic algorithms
    García-Sanz, M
    Guillén, JC
    [J]. ROBUST CONTROL DESIGN 2000, VOLS 1 & 2, 2000, 1-2 : 606 - 608
  • [6] QFT based robust controller design for launch vehicle autopilot
    Lalithambika, VR
    Dasgupta, S
    Beebi, ML
    [J]. AUTOMATIC CONTROL IN AEROSPACE 2001, 2002, : 465 - 469
  • [7] Robust controller design based on a combination of genetic algorithms and competitive learning
    Folly, K. A.
    [J]. 2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6, 2007, : 3050 - 3055
  • [8] QFT-based robust controller design of series resonant DC/DC converters
    Chang, YH
    Chen, LW
    [J]. 1997 IEEE INTERNATIONAL ELECTRIC MACHINES AND DRIVES CONFERENCE RECORD, 1997, : TC281 - TC283
  • [9] Design of a New Fractional-order QFT Controller based on Automatic Loop Shaping
    Meng, Li
    Xue, Dingyu
    [J]. 2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 3722 - 3727
  • [10] QFT-based robust velocity controller design for a SW-DC motor
    Igrec, Dalibor
    Sarjas, Andrej
    Chowdhury, Amor
    [J]. PRZEGLAD ELEKTROTECHNICZNY, 2011, 87 (03): : 81 - 84