Induction machine estimator for vector control applications using neural networks

被引:0
|
作者
Univ. Simón Bolívar, SIEP Group, Valle de Sartenejas, Caracas, Venezuela [1 ]
机构
来源
IEEE Power Eng. Rev. | / 8卷 / 50-51期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
A neural network induction machine model, including its dynamic behavior, has been developed. The model is intended to be used in vector control drives and is linearly dependent on the machine parameters. For this reason, the model parameters can be adapted in real time without retraining.
引用
收藏
相关论文
共 50 条
  • [31] Speed sensorless control with neuron MRAS estimator of an induction machine
    Dong Lei
    Yang Dong
    Liao Xiaozhong
    2007 INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND DRIVE SYSTEMS, VOLS 1-4, 2007, : 1340 - +
  • [32] Robust backstepping control of induction motors using neural networks
    Kwan, CM
    Lewis, FL
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2000, 11 (05): : 1178 - 1187
  • [33] Adaptive nonlinear control of induction motor using neural networks
    Kabache, N
    Chetate, B
    2003 INTERNATIONAL CONFERENCE PHYSICS AND CONTROL, VOLS 1-4, PROCEEDINGS: VOL 1: PHYSICS AND CONTROL: GENERAL PROBLEMS AND APPLICATIONS; VOL 2: CONTROL OF OSCILLATIONS AND CHAOS; VOL 3: CONTROL OF MICROWORLD PROCESSES. NANO- AND FEMTOTECHNOLOGIES; VOL 4: NONLINEAR DYNAMICS AND CONTROL, 2003, : 259 - 264
  • [34] Identification and control of induction motor using artificial neural networks
    Wang, DH
    Wang, ZL
    Gu, SS
    ICEMS'2001: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS I AND II, 2001, : 751 - 754
  • [35] IDENTIFICATION AND CONTROL OF INDUCTION MACHINES USING ARTIFICIAL NEURAL NETWORKS
    WISHART, MT
    HARLEY, RG
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1995, 31 (03) : 612 - 619
  • [36] Identification and control of an induction motor using artifical neural networks
    Mohamed, Haider A. F.
    Yaacob, S.
    PROCEEDINGS OF THE EIGHTH IASTED INTERNATIONAL CONFERENCE ON CONTROL AND APPLICATIONS, 2006, : 30 - +
  • [37] Speed sensorless control with neuron MARS estimator of an induction machine
    Dong Lei
    Yang Dong
    Liao Xiaozhong
    2006 2ND INTERNATIONAL CONFERENCE ON POWER ELECTRONICS SYSTEMS AND APPLICATIONS, 2006, : 148 - +
  • [38] Torque and Speed Estimator for Induction Motor Using Parallel Neural Networks and Sensor less Technology
    Goedtel, A.
    da Silva, I. N.
    Serni, P. J. A.
    Suetake, M.
    do Nascimento, C. F.
    da Silva, S. A. O.
    IECON: 2009 35TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS, VOLS 1-6, 2009, : 1267 - +
  • [39] A neural network vector control of induction motor
    Mohamed, HAF
    Hew, WP
    IEEE 2000 TENCON PROCEEDINGS, VOLS I-III: INTELLIGENT SYSTEMS AND TECHNOLOGIES FOR THE NEW MILLENNIUM, 2000, : B336 - B341
  • [40] Using Neural Networks to Control Glut in the Active Logic Machine
    Brody, Justin D.
    Austin, Bobby
    Khater, Omar
    Maxey, Christopher
    Goldberg, Matthew D.
    Clausner, Tiniolhy
    Josyula, Darsana
    Perlis, Donald
    NESY 2021: NEURAL-SYMBOLIC LEARNING AND REASONING, 2021, 2986 : 143 - 153