Rotor Resistance Identification based on Neural Network for Induction Motor

被引:0
|
作者
Yang, Xinnian [1 ,2 ]
Li, Guoli [1 ,2 ,4 ]
Xie, Fang [3 ,4 ]
Hu, Cungang [3 ,4 ]
Qian, Zhe [3 ,4 ]
机构
[1] Anhui Univ, Sch Elect Engn & Automat, Hefei 230039, Shushan, Peoples R China
[2] Anhui Univ, Natl Engn Lab Energy Saving Motor & Control Techn, Hefei 230039, Shushan, Peoples R China
[3] Anhui Univ, Power Qual Engn Res Ctr, China Minist, Hefei 230039, Shushan, Peoples R China
[4] Anhui Univ, Anhui Prov Lab Elect Economize & Safety, Hefei 230039, Shushan, Peoples R China
来源
PROCEEDINGS OF THE 2015 10TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS | 2015年
关键词
rotor resistance; on-line identification; neural network; vector-controlled; STATOR;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper proposes an on-line identification method of rotor resistance with neural network for vector-controlled induction motor. The mathematical model with rotor resistance variation of vector-controlled induction motor is also presented. The identification method and mathematical model have the advantages of clear physical ideas and simple structure. Theoretical analysis and computer simulation result demonstrate that the method is effective and simple.
引用
收藏
页码:1243 / 1246
页数:4
相关论文
共 50 条
  • [1] Rotor Resistance Online Identification of Vector Controlled Induction Motor Based on Neural Network
    Fan, Bo
    Yang, Zhixin
    Xu, Wei
    Wang, Xianbo
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
  • [2] Motor Rotor Resistance Identification based on Elman Neural Network
    Fan, Bo
    Li, Xing
    Shi, Guanghui
    Zhao, Weigang
    2012 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS (ICAL), 2012, : 196 - 200
  • [3] Induction Motor Vector Control based on Adaptive Identification of Rotor Resistance
    Gong Shuqiu
    Li Zhongli
    2012 INTERNATIONAL CONFERENCE ON CONTROL ENGINEERING AND COMMUNICATION TECHNOLOGY (ICCECT 2012), 2012, : 145 - 148
  • [4] A speed identification method of induction motor based on neural network
    Li, L
    Yang, HD
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 1470 - 1473
  • [5] Stator resistance identification for induction motor based on particle swarm optimization neural network observer
    Yang, Tong-Guang
    Gui, Wei-Hua
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2015, 19 (02): : 89 - 95
  • [6] Stator resistance tuning based on a neural network in an indirect rotor field oriented control system of an induction motor
    Vukadinovic, Dinko
    Basic, Mateo
    Kulisic, Ljubomjr
    KNOWLEDGE - BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS, 2008, 5177 : 658 - 665
  • [7] Online Rotor and Stator Resistance Estimation Based on Artificial Neural Network Applied in Sensorless Induction Motor Drive
    Pham Van, Tuan
    Vo Tien, Dung
    Leonowicz, Zbigniew
    Jasinski, Michal
    Sikorski, Tomasz
    Chakrabarti, Prasun
    ENERGIES, 2020, 13 (18)
  • [8] Dynamic Identification of Rotor Magnetic Flux, Torque and Rotor Resistance of Induction Motor
    Perdukova, Daniela
    Palacky, Petr
    Fedor, Pavol
    Bober, Peter
    Fedak, Viliam
    IEEE ACCESS, 2020, 8 : 142003 - 142015
  • [9] Using an artificial neural network as a rotor resistance estimator in the indirect vector control of an induction motor
    Huerta González, Pedro Francisco
    Rodríguez Rivas, Jaime J.
    Torres Rodríguez, Ivone Cecilia
    IEEE Latin America Transactions, 2008, 6 (02) : 176 - 183
  • [10] Identification of electrical parameters and rotor speed of induction motor using radial basis neural network
    Kenné, G
    Ahmed-Ali, T
    Lamnabhi-Lagarrigue, F
    Nkwawo, H
    Proceedings of the IEEE-ISIE 2004, Vols 1 and 2, 2004, : 483 - 489