Intelligent system based speed estimation of induction motors for industrial sensorless schemes

被引:0
|
作者
Goedtel, Alessandro [1 ]
da Silva, Ivan N. [1 ]
Serni, Paulo J. A. [2 ]
机构
[1] Univ Sao Paulo, Dept Elect Engn, Av Trabalhador Sao Carlense 400, BR-13566590 Sao Carlos, SP, Brazil
[2] State Univ Sao Paulo, Elect Engn Dept, BR-17033360 Bauru, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
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
The use of sensorless technologies is an increasing tendency on industrial drivers for electrical machines. The estimation of electrical and mechanical parameters involved with the electrical machine control is used very frequently in order to avoid measurement of all variables involved in this process. The cost reduction may also be considered in industrial drivers, besides the increasing robustness of the system, as an advantage of the use of sensorless technologies. This work proposes the use of artificial neural networks to estimate one of the most important variables in the induction motor control schemes: the speed. Simulation results are presented to validate the proposed approach.
引用
收藏
页码:1541 / +
页数:2
相关论文
共 50 条
  • [1] An approach for speed sensorless control of induction motors without speed estimation
    Saechout, V
    Michio, N
    PROCEEDINGS OF THE 1996 IEEE IECON - 22ND INTERNATIONAL CONFERENCE ON INDUSTRIAL ELECTRONICS, CONTROL, AND INSTRUMENTATION, VOLS 1-3, 1996, : 1139 - 1142
  • [2] Sensorless Speed Estimation and Diagnosis of Induction Motors Based on Purified Space Vectors
    Shi, Dongfeng
    2013 9TH IEEE INTERNATIONAL SYMPOSIUM ON DIAGNOSTICS FOR ELECTRIC MACHINES, POWER ELECTRONICS AND DRIVES (SDEMPED), 2013, : 365 - 370
  • [3] Speed sensorless vector control of induction motors with parameter estimation
    Shirsavar, SA
    McCulloch, MD
    Guy, CG
    IAS '96 - CONFERENCE RECORD OF THE 1996 IEEE INDUSTRY APPLICATIONS CONFERENCE, THIRTY-FIRST IAS ANNUAL MEETING, VOLS 1-4, 1996, : 262 - 269
  • [4] Sensorless-estimation of induction motors in wide speed range
    Bogosyan, Seta
    Barut, Murat
    Gokasan, Metin
    COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2007, 26 (05) : 1288 - 1303
  • [5] Observer-based speed estimation method for sensorless vector control of induction motors
    Lee, CM
    Chen, CL
    IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 1998, 145 (03): : 359 - 363
  • [6] Eccentricity Harmonics Detection-based Speed Estimation Approach in a Sensorless Induction Motors
    Song, Xiangjin
    Hu, Jingtao
    Huang, Hao
    Zhang, Jilong
    2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2015, : 1405 - 1410
  • [7] Sensorless speed measurement of induction motors
    Micheletti, R
    2003 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING, PROCEEDINGS: FROM CLASSICAL MEASUREMENT TO COMPUTING WITH PERCEPTIONS, 2003, : 67 - 72
  • [8] Industrial sensorless control of induction motors
    Jadot, F
    Martin, P
    Rouchon, P
    NONLINEAR CONTROL IN THE YEAR 2000, VOL 1, 2000, 258 : 535 - 543
  • [9] A SENSORLESS SPEED CONTROLLER FOR INDUCTION MOTORS
    Busada, C.
    Gomez Jorge, S.
    Bambill, H.
    Solsona, J.
    LATIN AMERICAN APPLIED RESEARCH, 2009, 39 (03) : 193 - 200
  • [10] Sensorless speed control of induction motors
    Khalil, HK
    Strangas, EG
    PROCEEDINGS OF THE 2004 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2004, : 1127 - 1132