Fuzzy Self-Tuning Speed Control of an Indirect Field-Oriented Control Induction Motor Drive

被引：85
|
作者：
Masiala, Mavungu [1 ]
Vafakhah, Behzad [1 ]
Salmon, John [1 ]
Knight, Andrew M. [1 ]
机构：
[1] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2V4, Canada
来源：
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS | 2008年 / 44卷 / 06期
基金：
加拿大自然科学与工程研究理事会;
关键词：
Field-oriented control; fuzzy logic (FL); induction machine (IM); self-tuning; variable-speed drives;
D O I：
10.1109/TIA.2008.2006342
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The field-oriented control of induction machines is widely used in high-performance applications. However, detuning caused by parameter disturbances still limits the performance of these drives. In order to accomplish variable-speed operation, conventional PID-like controllers are commonly used. These controllers provide limited good performance over a wide range of operation, even under ideal field-oriented conditions. An alternate approach is to use the so-called "fuzzy" controller. In this paper, a self-tuning fuzzy controller is implemented. The proposed controller has the ability to adjust its parameters online according to the error between actual machine speed and a model reference. The scheme is compared to the conventional proportional-integral control and validated by simulation and experimental tests of both control techniques.
引用
收藏
页码：1732 / 1740
页数：9
相关论文
共 50 条
  • [1] Fuzzy Self-Tuning Speed Control of an Indirect Field-Oriented Control Induction Motor Drive
    Masiala, M.
    Vafakhah, B.
    Salmon, J.
    Knight, A.
    [J]. CONFERENCE RECORD OF THE 2007 IEEE INDUSTRY APPLICATIONS CONFERENCE FORTY-SECOND IAS ANNUAL MEETING, VOLS. 1-5, 2007, : 1008 - 1014
  • [2] Fuzzy-logic-based self-tuning PI controller for speed control of indirect field-oriented induction motor drive
    Mannan, MA
    Murata, T
    Tamura, J
    Tsuchiya, T
    [J]. SICE 2004 ANNUAL CONFERENCE, VOLS 1-3, 2004, : 466 - 470
  • [3] Fuzzy logic speed control of an indirect field-oriented induction machine drive
    Miloud, Y
    Draou, A
    [J]. IECON'01: 27TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-3, 2001, : 2111 - 2116
  • [4] Modified speed sensorless indirect field-oriented control of induction motor drive
    Beddiaf, Yassine
    Zidani, Fatiha
    Chrifi-Alaoui, Larbi
    Drid, Said
    [J]. INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2016, 25 (04) : 273 - 286
  • [5] A fuzzy self-tuning PI controller for speed control of induction motor drive
    Mokrani, L
    Abdessemed, R
    [J]. CCA 2003: PROCEEDINGS OF 2003 IEEE CONFERENCE ON CONTROL APPLICATIONS, VOLS 1 AND 2, 2003, : 785 - 790
  • [6] Fuzzy learning enhanced speed control of an indirect field-oriented induction machine drive
    Zhen, L
    Xu, LY
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2000, 8 (02) : 270 - 278
  • [7] Fuzzy logic enhanced speed control of an indirect field-oriented induction machine drive
    Heber, B
    Xu, LY
    Tang, YF
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 1997, 12 (05) : 772 - 778
  • [8] Indirect Field-Oriented Control for Dual Stator Induction Motor Drive
    Ben Slimene, Marwa
    Khlifi, Mohamed Larbi
    Ben Fredj, Mouldi
    Rehaoulia, Habib
    [J]. 2013 10TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2013,
  • [9] Indirect field-oriented control of induction motor drive based on adaptive fuzzy logic controller
    K. Zeb
    Z. Ali
    K. Saleem
    W. Uddin
    M. A. Javed
    N. Christofides
    [J]. Electrical Engineering, 2017, 99 : 803 - 815
  • [10] Indirect field-oriented control of induction motor drive based on adaptive fuzzy logic controller
    Zeb, K.
    Ali, Z.
    Saleem, K.
    Uddin, W.
    Javed, M. A.
    Christofides, N.
    [J]. ELECTRICAL ENGINEERING, 2017, 99 (03) : 803 - 815
12345