Sensored Field Oriented Control of a Robust Induction Motor Drive Using a Novel Boundary Layer Fuzzy Controller

被引:4
|
作者
Saghafinia, Ali [1 ,2 ]
Ping, Hew Wooi [1 ]
Uddin, Mohammad Nasir [3 ]
机构
[1] Univ Malaya, UMPEDAC, Kuala Lumpur 50603, Malaysia
[2] Islamic Azad Univ, Majlesi Branch, Dept Elect Engn, Esfahan 8631656451, Iran
[3] Lakehead Univ, Dept Elect Engn, Thunder Bay, ON P7B 5E1, Canada
来源
SENSORS | 2013年 / 13卷 / 12期
关键词
SLIDING-MODE CONTROL; CHATTERING REDUCTION; NOISE-REDUCTION;
D O I
10.3390/s131217025
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Physical sensors have a key role in implementation of real-time vector control for an induction motor (IM) drive. This paper presents a novel boundary layer fuzzy controller (NBLFC) based on the boundary layer approach for speed control of an indirect field-oriented control (IFOC) of an induction motor (IM) drive using physical sensors. The boundary layer approach leads to a trade-off between control performances and chattering elimination. For the NBLFC, a fuzzy system is used to adjust the boundary layer thickness to improve the tracking performance and eliminate the chattering problem under small uncertainties. Also, to eliminate the chattering under the possibility of large uncertainties, the integral filter is proposed inside the variable boundary layer. In addition, the stability of the system is analyzed through the Lyapunov stability theorem. The proposed NBLFC based IM drive is implemented in real-time using digital signal processor (DSP) board TI TMS320F28335. The experimental and simulation results show the effectiveness of the proposed NBLFC based IM drive at different operating conditions. © 2013 by the authors; licensee MDPI, Basel, Switzerland.
引用
收藏
页码:17025 / 17056
页数:32
相关论文
共 50 条
  • [31] Simulation of field oriented control in induction motor drive system
    Zhao, X. (11121716@bjtu.edu.cn), 2013, Universitas Ahmad Dahlan, Jalan Kapas 9, Semaki, Umbul Harjo,, Yogiakarta, 55165, Indonesia (11):
  • [32] Hybrid Position Controller for an Indirect Field-Oriented Induction Motor Drive
    de Souza Junior, Antonio B.
    Fernandes Neto, Tobias R.
    Honorio, Dalton de A.
    Barreto, Luiz Henrique S. C.
    dos Reis, Laurinda L. N.
    2015 THIRTIETH ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION (APEC 2015), 2015, : 1541 - 1547
  • [33] Robust Sensorless Field Oriented Control of Induction Motor Using Sliding Mode
    Jena, Swetananda
    Mohanty, Kanungo Barada
    2011 ANNUAL IEEE INDIA CONFERENCE (INDICON-2011): ENGINEERING SUSTAINABLE SOLUTIONS, 2011,
  • [34] Robust Speed Control of an Induction Motor Drive using Wavelet-fuzzy based Self-tuning Multiresolution Controller
    Daya, J. L. Febin
    Subbiah, V.
    Sanjeevikumar, P.
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2013, 6 (04) : 724 - 738
  • [35] Induction motor servo drive using robust PID-like neuro-fuzzy controller
    Kim, SM
    Han, WY
    CONTROL ENGINEERING PRACTICE, 2006, 14 (05) : 481 - 487
  • [36] Robust Speed Control of an Induction Motor Drive using Wavelet-fuzzy based Self-tuning Multiresolution Controller
    J. L. Febin Daya
    V. Subbiah
    P. Sanjeevikumar
    International Journal of Computational Intelligence Systems, 2013, 6 : 724 - 738
  • [37] Hybrid controller using fuzzy neural networks for identification and control of induction servo motor drive
    Wai, RJ
    Lin, HH
    Lin, FJ
    NEUROCOMPUTING, 2000, 35 : 91 - 112
  • [38] 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
  • [39] 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
  • [40] Induction Motor Current Controller for Field Oriented Control Using Individual Channel Design
    Liceaga-Castro, Jesus
    Amezquita-Brooks, Luis
    Liceaga-Castro, Eduardo
    IECON 2008: 34TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-5, PROCEEDINGS, 2008, : 186 - 191