Neural identification and control of a linear induction motor using an α-β model

被引：0
|
作者：
Benitez, VH [1 ]
Loukianov, AG [1 ]
Sanchez, EN [1 ]
机构：
[1] CINVESTAV, Unidad Guadalajara, Guadalajara 45091, Jalisco, Mexico
来源：
PROCEEDINGS OF THE 2003 AMERICAN CONTROL CONFERENCE, VOLS 1-6 | 2003年
关键词：
dynamic neural networks; variable structure systems; nonlinear systems; identification; block control;
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：
We present a new method to control a linear induction motor (LIM) using dynamic neural networks. First, we propose a neural identifier of triangular form; this neural model has the structure of a nonlinear block contrallable form (NBC). Then, a reduced order observer is designed in order to estimate the secondary fluxes. Finally, a sliding mode control is developed to track velocity and flux magnitude. Simulations are presented to illustrate the applicability of the proposed scheme.
引用
收藏
页码：4041 / 4046
页数：6
相关论文
共 50 条
  • [1] Identification and control of induction motor using artificial neural networks
    Wang, DH
    Wang, ZL
    Gu, SS
    [J]. ICEMS'2001: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS I AND II, 2001, : 751 - 754
  • [2] Identification and control of an induction motor using artifical neural networks
    Mohamed, Haider A. F.
    Yaacob, S.
    [J]. PROCEEDINGS OF THE EIGHTH IASTED INTERNATIONAL CONFERENCE ON CONTROL AND APPLICATIONS, 2006, : 30 - +
  • [3] Neural identification and control for linear induction motors
    Benitez, VH
    Sanchez, EN
    Loukianov, AG
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2005, 16 (01) : 33 - 55
  • [4] Neural Inverse Optimal Control for a Linear Induction Motor
    Lopez, Victor G.
    Sanchez, Edgar N.
    Alanis, Alma Y.
    [J]. 2013 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2013,
  • [5] Control of High Speed Linear Induction Motor Using Artificial Neural Networks
    Abbasian, Mohammadali
    Soltani, Jafar
    Salarvand, Ali
    [J]. 2008 CONFERENCE ON HUMAN SYSTEM INTERACTIONS, VOLS 1 AND 2, 2008, : 421 - 427
  • [6] Modelling of induction motor using non-linear neural network system identification
    Mohamedf, FA
    Koivo, H
    [J]. SICE 2004 ANNUAL CONFERENCE, VOLS 1-3, 2004, : 977 - 982
  • [7] Adaptive backstepping control using recurrent neural network for linear induction motor drive
    Lin, FJ
    Wai, RJ
    Chou, WD
    Hsu, SP
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2002, 49 (01) : 134 - 146
  • [8] Adaptive backstepping control using recurrent neural network for linear induction motor drive
    Lin, Faa-Jeng
    Wai, Rong-Jong
    Chou, Wen-Der
    Hsu, Shu-Peng
    [J]. 2002, Institute of Electrical and Electronics Engineers Inc. (49)
  • [9] PSO Neural Inverse Optimal Control for a Linear Induction Motor
    Lopez, Victor G.
    Sanchez, Edgar N.
    Alanis, Alma Y.
    [J]. 2013 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2013, : 1976 - 1982
  • [10] INVESTIGATIONS OF NON-LINEAR INDUCTION MOTOR MODEL USING THE GUDERMANNIAN NEURAL NETWORKS
    Sabir, Zulqurnain
    Raja, Muhammad Asif Zahoor
    Baleanu, Dumitru
    Sadat, Rahma
    Ali, Mohamed R.
    [J]. THERMAL SCIENCE, 2022, 26 (4B): : 3399 - 3412
12345