Observer-Based Online Parameter Estimation of Squirrel-Cage Induction Machines Based on the Gradient Descent Method

被引:0
|
作者
Koupeny, J. [1 ]
Luecke, S. [1 ]
Mertens, A. [1 ]
机构
[1] Leibniz Univ Hannover, Inst Dr Syst & Power Elect, D-30167 Hannover, Germany
关键词
estimation technique; induction motor; intelligent drive;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper deals with the online parameter estimation of squirrel-cage induction machines using the Gradient Descent Method and coupled stator and rotor flux observers. Stator resistance, rotor resistance and mutual inductance can be estimated in real time. The presented approach is applicable on a standard industrial drive, including a current measurement and a motor speed feedback. The adaptation algorithm is described with simple analytical terms. The performance has been demonstrated by experiments. Furthermore, the influence of an asymmetrical stator winding, saturation and incorrectly assumed leakage inductances are discussed.
引用
收藏
页数:10
相关论文
共 50 条
  • [21] Theoretical analysis of a YBCO squirrel-cage type induction motor based on an equivalent circuit
    Morita, G.
    Nakamura, T.
    Muta, I.
    SUPERCONDUCTOR SCIENCE & TECHNOLOGY, 2006, 19 (06): : 473 - 478
  • [22] Fault Diagnosis of Squirrel-Cage Induction Motor Broken Bars based on a Model Identification Method with Subtractive Clustering
    Karnavas, Yannis L.
    Chasiotis, Ioannis D.
    Vrangas, Andreas
    2017 IEEE 11TH INTERNATIONAL SYMPOSIUM ON DIAGNOSTICS FOR ELECTRICAL MACHINES, POWER ELECTRONICS AND DRIVES (SDEMPED), 2017, : 304 - 310
  • [23] 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
  • [24] A Real-Time Parameter Estimation Method by Using Disturbance Observer-Based Control
    Chen, Kun-Yung
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2020, 142 (05):
  • [26] Fault Severity Diagnosis of Squirrel-cage Induction Motors in Transient Regime Based on Curve Fitting
    Xiao, Xiang
    Chai, Li
    Sheng, Yuxia
    PROCEEDINGS OF THE 2017 12TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2017, : 1825 - 1830
  • [27] Observer-based sensorless field-oriented control of induction machines
    Kianinezhad, R
    Nahid, B
    Betin, F
    Capolino, GA
    Proceedings of the IEEE-ISIE 2004, Vols 1 and 2, 2004, : 1381 - 1386
  • [28] Comparison of harmonic compensation based on wound/squirrel-cage rotor type induction motors with flywheel
    Kim, YH
    Lee, KH
    Cho, YH
    Hong, YK
    IPEMC 2000: THIRD INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE, VOLS 1-3, PROCEEDINGS, 2000, : 531 - 536
  • [29] OBSERVER-BASED SPEED ESTIMATION FOR VECTOR CONTROLLED INDUCTION MOTORS
    Peresada S.
    Nikonenko Y.
    Kovbasa S.
    Rodkin D.
    Kiselychnyk O.
    Technical Electrodynamics, 2022, 2022 (01): : 25 - 32
  • [30] Improved Parameter Estimation of Three-Phase Squirrel-Cage Induction Motors Using the Nelder-Mead Simplex Algorithm
    Nguyen, Son T.
    Trieu, Linh, V
    Pham, Tu M.
    Hoang, Anh
    INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING SYSTEMS, 2024, 15 (08) : 695 - 703