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
  • [41] Classification of Corn diseases using Convolutional Neural Networks and Support Vector Machine
    Saleh, Ahmed
    Hussein, Asmaa
    Emad, Abdelrahman
    Gad, Rania
    Mariem, Amira
    Yasser, Donia
    Ayman, Yomna
    Bahr, Asmaa
    Wanas, Mohamed
    Elghandour, Ibrahim
    2024 INTERNATIONAL CONFERENCE ON MACHINE INTELLIGENCE AND SMART INNOVATION, ICMISI 2024, 2024, : 113 - 118
  • [42] Fuzzy and Neural Rotor Resistance Estimator for Vector Controlled Induction Motor Drives
    Douiri, Moulay Rachid
    Belghazi, Ouissam
    Cherkaoui, Mohamed
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2014, PT II, 2014, 8468 : 317 - 327
  • [43] Vector control of induction machine using PI controller optimized by genetic algorithms
    Yousfi, Laatra
    Bouchemha, Amel
    Bechouat, Mohcene
    Boukrouche, Abdelhani
    2014 16TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE AND EXPOSITION (PEMC), 2014, : 1272 - 1277
  • [44] Simple direct torque control of induction machine using space vector modulation
    Rodríguez, J
    Pontt, J
    Silva, C
    Huerta, R
    Miranda, H
    ELECTRONICS LETTERS, 2004, 40 (07) : 412 - 413
  • [45] Control strategy for power smoothing using vector controlled induction machine and flywheel
    Cárdenas, R
    Peña, R
    Clare, J
    ELECTRONICS LETTERS, 2000, 36 (08) : 765 - 766
  • [46] Direct Field-Oriented Control of an Induction Machine using an Adaptive Rotor Resistance Estimator
    Reed, David M.
    Hofmann, Heath F.
    2010 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION, 2010, : 1158 - 1165
  • [47] A comparison of vector control and direct torque control of an induction machine
    Telford, D
    Dunnigan, MW
    Williams, BW
    PESC 2000: 31ST ANNUAL IEEE POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-3, 2000, : 421 - 426
  • [48] Induction machine broken bar detection using neural networks based classification
    Rafimanzelat, MR
    Araabi, BN
    Khosroshahli, E
    2004 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2004, : 1362 - 1367
  • [49] Vector control of induction motors using radial basis function neural network
    Jokar, M. H.
    Abdi, B.
    Ardebili, M.
    2007 IEEE INTERNATIONAL SYMPOSIUM ON DIAGNOSTICS FOR ELECTRIC MACHINES, POWER ELECTRONICS & DRIVES, 2007, : 147 - +
  • [50] The equivalence of support vector machine and regularization neural networks
    András, P
    NEURAL PROCESSING LETTERS, 2002, 15 (02) : 97 - 104
12345