Model reference adaptive speed control for induction motor drive using neural networks

被引:19
|
作者
Shyu, KK [1 ]
Shieh, HJ [1 ]
Fu, SS [1 ]
机构
[1] Natl Cent Univ, Dept Elect Engn, Chungli 32054, Taiwan
关键词
adaptive control; induction motor drive; neural networks;
D O I
10.1109/41.661320
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A model reference adaptive speed control using neural networks is presented. The robust observer-based model reference tracking control technique is used to establish the training patterns, Then, the trained neural networks are used as the adaptive speed controller to robustly track a reference model for an induction motor drive.
引用
收藏
页码:180 / 182
页数:3
相关论文
共 50 条
  • [21] Adaptive Speed Observer using Artificial Neural Network for Sensor less Vector Control of Induction Motor Drive
    Mechernene, Abdelkader
    Zerikat, Mokhtar
    Chekroun, Soufyane
    AUTOMATIKA, 2012, 53 (03) : 263 - 271
  • [22] A comparative study of sliding mode and model reference adaptive speed observers for induction motor drive
    Lin, FJ
    Wai, RJ
    Kuo, RH
    Liu, DC
    ELECTRIC POWER SYSTEMS RESEARCH, 1998, 44 (03) : 163 - 174
  • [23] A Neural Network Model Reference Adaptive System for Speed Estimation of Sensorless Induction Motor
    Yang, Youlin
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 6864 - 6868
  • [24] Torque and speed estimator for sensorless induction motor drive using cascade neural networks
    Goedtel, A.
    da Silva, I. N.
    2006 1ST IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-3, 2006, : 1178 - +
  • [25] Torque and speed estimator for sensorless induction motor drive using cascade neural networks
    Goedtel, A.
    Da Silva, I. N.
    ICIEA 2006: 1ST IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-3, PROCEEDINGS, 2006, : 137 - 142
  • [26] Sensorless Speed Control of Induction Motor Driven Electric Vehicle Using Model Reference Adaptive Controller
    Pal, Abhisek
    Kumar, Rakesh
    Das, Sukanta
    5TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY RESEARCH (ICAER) 2015, 2016, 90 : 540 - 551
  • [27] Speed control of induction motor drives using a new robust hybrid model reference adaptive controller
    Power Electronics Laboratory, Nuclear Research Center of Birine, BP 180, AinOussera, 17200, Algeria
    不详
    J. Appl. Sci., 2009, 15 (2753-2761):
  • [28] Adaptive control of a nonlinear dc motor drive using recurrent neural networks
    Nouri, Khaled
    Dhaouadi, Rached
    Braiek, Naceur Benhadj
    APPLIED SOFT COMPUTING, 2008, 8 (01) : 371 - 382
  • [29] Induction Motor Speed Control Based on Model Reference
    Yang Zhiping
    Yue Qiuqin
    Ye Yong
    2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING, 2012, 29 : 2376 - 2381
  • [30] Sensorless control of variable speed induction motor drive using RBF neural network
    Brandstetter, Pavel
    Kuchar, Martin
    JOURNAL OF APPLIED LOGIC, 2017, 24 : 97 - 108