Parameter Estimation of the Induction Motor Using Extended Kalman Filter for Wide Range Speed Control

被引：0
|
作者：
Dadkhah, R. [1 ]
Givi, H. [1 ]
Mehdipour, A. [2 ]
机构：
[1] Shiraz Univ, Dept Elect & Comp Engn, Shiraz, Iran
[2] Babol Noshirvani Univ Technol, Dept Elect & Comp Engn, Babol Sar, Iran
来源：
2015 6TH POWER ELECTRONICS, DRIVES SYSTEMS & TECHNOLOGIES CONFERENCE (PEDSTC) | 2015年
关键词：
induction motor parameter estimation; extended Kalman filter (EKF); direct torque control (DTC); sensorless speed control; SENSORLESS CONTROL; STATE ESTIMATION; DRIVE;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper is focused on parameter estimation of an induction motor using extended Kalman filter (EKF). Large variations of stator resistance along with the load torque changes are considered and the EKF is utilized for estimating the motor state and time varying stator resistance. The direct torque control (DTC) algorithm is employed to achieve sensorless speed control in a wide range. The main advantage of this research is considering the sharp variations in the stator resistance to confirm the robustness of the proposed scheme. The proposed algorithm is implemented in MATLAB and different scenarios are simulated. The results confirm the capability of the proposed technique for speed control of the induction motor in a wide range.
引用
收藏
页码：137 / 142
页数：6
相关论文
共 50 条
  • [21] An Optimized Extended Kalman Filter for Speed Sensorless Direct Troque Control of an Induction Motor
    Alsofyani, I. M.
    Idris, N. R. N.
    Sutikno, T.
    Alamri, Y. A.
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON POWER AND ENERGY (PECON), 2012, : 319 - 324
  • [22] Estimation of Induction Motor States and Parameters Based on Extended Kalman Filter Considering Parameter Constraints
    Laowanitwattana, Jirasak
    Uatrongjit, Serrnsak
    [J]. 2016 INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS, ELECTRICAL DRIVES, AUTOMATION AND MOTION (SPEEDAM), 2016, : 749 - 754
  • [23] Sensorless Loss Model Control of the Six-Phase Induction Motor in All Speed Range by Extended Kalman Filter
    Taheri, Asghar
    Ren, Hai-Peng
    Holakooie, Mohammad Hosein
    [J]. IEEE ACCESS, 2020, 8 : 118741 - 118750
  • [24] DSP based sensorless control for induction motor using Extended Kalman Filter
    Deng, B
    Tao, T
    Pan, JM
    [J]. ICECS 2000: 7TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS & SYSTEMS, VOLS I AND II, 2000, : 390 - 393
  • [25] Speed Estimation using Extended Kalman Filter for PMSM
    Shedbalkar, Kaustubh
    Dhamangaonkar, A. P.
    Patil, A. B.
    [J]. 2012 INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ELECTRICAL ENGINEERING AND ENERGY MANAGEMENT (ICETEEEM - 2012), 2012, : 433 - 435
  • [26] Extended complex Kalman filter for sensorless control of an induction motor
    Alonge, Francesco
    D'Ippolito, Filippo
    Fagiolini, Adriano
    Sferlazza, Antonino
    [J]. CONTROL ENGINEERING PRACTICE, 2014, 27 : 1 - 10
  • [27] Direct torque control of induction motor with extended Kalman filter
    Pai, D
    Umanand, L
    Rao, NJ
    [J]. IPEMC 2000: THIRD INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE, VOLS 1-3, PROCEEDINGS, 2000, : 132 - 137
  • [28] Estimation and Control of SensorlessBrushless DC Motor Drive using Extended Kalman Filter
    Aishwarya, V
    Jayanand, B.
    [J]. PROCEEDINGS OF IEEE INTERNATIONAL CONFERENCE ON CIRCUIT, POWER AND COMPUTING TECHNOLOGIES (ICCPCT 2016), 2016,
  • [29] Speed sensorless vector control of induction motor based on reduced order extended Kalman filter
    Yang, WQ
    Cai, X
    Jiang, JG
    [J]. PEDS 2003 : FIFTH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND DRIVE SYSTEMS, VOLS 1 AND 2, PROCEEDINGS, 2003, : 423 - 426
  • [30] Model Predictive Control for Extended Kalman Filter Based Speed Sensorless Induction Motor Drives
    Li, Jie
    Zhang, Li-Heng
    Niu, Ying
    Ren, Hai-Peng
    [J]. APEC 2016 31ST ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION, 2016, : 2770 - 2775
12345