Fuzzy learning enhanced speed control of an indirect field-oriented induction machine drive

被引:60
|
作者
Zhen, L [1 ]
Xu, LY [1 ]
机构
[1] Ohio State Univ, Dept Elect Engn, Columbus, OH 43210 USA
关键词
field orientation control; fuzzy learning; fuzzy logic; induction machine control; model reference learning; on-line tuning;
D O I
10.1109/87.826798
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Idirect field orientation (IFO) induction machine drives are increasingly employed in industrial drive systems, but the drive performance often degrades for the machine parameter variations. In this paper, a fuzzy model reference learning control (FMRLC) technique is applied in an IFO induction machine drive, such that the machine can follow a reference model (an ideal field oriented machine) to achieve desired speed performance. Experimental results are presented to verify the effectiveness of the proposed control scheme.
引用
收藏
页码:270 / 278
页数:9
相关论文
共 50 条
  • [1] Fuzzy logic enhanced speed control of an indirect field-oriented induction machine drive
    Ohio State Univ, Columbus, United States
    IEEE Trans Power Electron, 5 (772-778):
  • [2] Fuzzy logic enhanced speed control of an indirect field-oriented induction machine drive
    Heber, B
    Xu, LY
    Tang, YF
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 1997, 12 (05) : 772 - 778
  • [3] Fuzzy logic speed control of an indirect field-oriented induction machine drive
    Miloud, Y
    Draou, A
    IECON'01: 27TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-3, 2001, : 2111 - 2116
  • [4] Fuzzy learning enhanced speed control of an indirect field oriented induction machine drive
    Zhen, L
    Xu, LY
    PROCEEDINGS OF THE 1996 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL, 1996, : 109 - 114
  • [5] Fuzzy Self-Tuning Speed Control of an Indirect Field-Oriented Control Induction Motor Drive
    Masiala, M.
    Vafakhah, B.
    Salmon, J.
    Knight, A.
    CONFERENCE RECORD OF THE 2007 IEEE INDUSTRY APPLICATIONS CONFERENCE FORTY-SECOND IAS ANNUAL MEETING, VOLS. 1-5, 2007, : 1008 - 1014
  • [6] Fuzzy Self-Tuning Speed Control of an Indirect Field-Oriented Control Induction Motor Drive
    Masiala, Mavungu
    Vafakhah, Behzad
    Salmon, John
    Knight, Andrew M.
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2008, 44 (06) : 1732 - 1740
  • [7] Modified speed sensorless indirect field-oriented control of induction motor drive
    Beddiaf, Yassine
    Zidani, Fatiha
    Chrifi-Alaoui, Larbi
    Drid, Said
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2016, 25 (04) : 273 - 286
  • [8] Implementation of adaptive enhanced fuzzy sliding-mode control for indirect field-oriented induction motor drive
    Wai, RJ
    Su, KH
    Tu, CY
    PROCEEDINGS OF THE 12TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1 AND 2, 2003, : 1440 - 1445
  • [9] Supervisory enhanced genetic algorithm control for indirect field-oriented induction motor drive
    Wai, RJ
    Lee, JD
    Su, KH
    2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2004, : 1239 - 1244
  • [10] Speed estimators for indirect field-oriented control of induction motors
    Gokdere, LU
    Simaan, MA
    Brice, CW
    ETFA '97 - 1997 IEEE 6TH INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION PROCEEDINGS, 1997, : 45 - 48