Gravitational Search Algorithm-based Fractional Order QFT Control Scheme for PMSM

被引:0
|
作者
Xu Qinghong [1 ]
Huang Jiacai [1 ]
Li Hongsheng [1 ]
机构
[1] Nanjing Inst Technol, Sch Automat, Nanjing 211167, Jiangsu, Peoples R China
关键词
inverse system; neural networks; fractional order PID controller; PMSM; GSA;
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
To improve the performance of the PMSM, a GSA based fractional oder QFT(FOQFT) control scheme for the PMSM is proposed. Firstly, the composite pseudo linear system, which is composed of the ANN-Inversion system and the controlled PMSM, is equivalent to a linear system with disturbance. Then, a FOQFT control scheme is designed based on the QFT method and fractional calculus, and the parameters of the fractional PID are designed by gravitational search algorithm (GSA). Finally, case study is fulfilled on a PMSM system and results show the effectiveness of the proposed control scheme.
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收藏
页码:4442 / 4445
页数:4
相关论文
共 7 条
  • [1] Some results in nonlinear QFT
    Baños, A
    Bailey, FN
    Montoya, FJ
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2001, 11 (02) : 157 - 184
  • [2] Nonlinear quantitative feedback theory
    Banos, Alfonso
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2007, 17 (2-3) : 181 - 202
  • [3] A Fractional Order Proportional and Derivative (FOPD) Motion Controller: Tuning Rule and Experiments
    Li, HongSheng
    Luo, Ying
    Chen, YangQuan
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2010, 18 (02) : 516 - 520
  • [4] Monje Concepcion A., 2011, VICENTE FELIU FRACTI
  • [5] On fractional-order QFT controllers
    Nataraj, P. S. V.
    Tharewal, Sachin
    [J]. JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2007, 129 (02): : 212 - 218
  • [6] Fractional-order systems and PI-λ-D-μ-controllers
    Podlubny, I
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 44 (01) : 208 - 214
  • [7] GSA: A Gravitational Search Algorithm
    Rashedi, Esmat
    Nezamabadi-Pour, Hossein
    Saryazdi, Saeid
    [J]. INFORMATION SCIENCES, 2009, 179 (13) : 2232 - 2248