State Estimation of Direct Field Orientation Control Induction Motor Drive by Using Kalman Filter
Field oriented control (FOC) method of an induction motor (IM), allows high performance speed and torque response to be achieved from an induction motor. The present work selects the direct field orientation control induction motor (DFOCIM) as an effective method for eliminating the coupling effect...
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| Format: | Article |
| Language: | English |
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Unviversity of Technology- Iraq
2012-09-01
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| Series: | Engineering and Technology Journal |
| Subjects: | |
| Online Access: | https://etj.uotechnology.edu.iq/article_62780_3c2614f5e6b723d6230e1752580f89d8.pdf |
| _version_ | 1827358446982266880 |
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| author | Mohammed Khalil Hussain |
| author_facet | Mohammed Khalil Hussain |
| author_sort | Mohammed Khalil Hussain |
| collection | DOAJ |
| description | Field oriented control (FOC) method of an induction motor (IM), allows high performance speed and torque response to be achieved from an induction motor. The present work selects the direct field orientation control induction motor (DFOCIM) as an effective method for eliminating the coupling effect between torque and flux. In the present work, two schemes of estimators have been used, standard kalman filter (SKF) and Extended kalman filter (EKF) for estimating stator current, rotor flux and rotor speed. The performance comparison is based on evaluation of estimation error of both estimators. The performances of suggested estimators are assessed in terms of tracking performance and noise rejection capability. |
| first_indexed | 2024-03-08T06:10:54Z |
| format | Article |
| id | doaj.art-d97a5f05777a40d9bf4fb8c7ae60079e |
| institution | Directory Open Access Journal |
| issn | 1681-6900 2412-0758 |
| language | English |
| last_indexed | 2024-03-08T06:10:54Z |
| publishDate | 2012-09-01 |
| publisher | Unviversity of Technology- Iraq |
| record_format | Article |
| series | Engineering and Technology Journal |
| spelling | doaj.art-d97a5f05777a40d9bf4fb8c7ae60079e2024-02-04T17:40:05ZengUnviversity of Technology- IraqEngineering and Technology Journal1681-69002412-07582012-09-0130152725274510.30684/etj.30.15.1362780State Estimation of Direct Field Orientation Control Induction Motor Drive by Using Kalman FilterMohammed Khalil HussainField oriented control (FOC) method of an induction motor (IM), allows high performance speed and torque response to be achieved from an induction motor. The present work selects the direct field orientation control induction motor (DFOCIM) as an effective method for eliminating the coupling effect between torque and flux. In the present work, two schemes of estimators have been used, standard kalman filter (SKF) and Extended kalman filter (EKF) for estimating stator current, rotor flux and rotor speed. The performance comparison is based on evaluation of estimation error of both estimators. The performances of suggested estimators are assessed in terms of tracking performance and noise rejection capability.https://etj.uotechnology.edu.iq/article_62780_3c2614f5e6b723d6230e1752580f89d8.pdfdirect field orientation controlstandard kalman filterextended kalman filter |
| spellingShingle | Mohammed Khalil Hussain State Estimation of Direct Field Orientation Control Induction Motor Drive by Using Kalman Filter Engineering and Technology Journal direct field orientation control standard kalman filter extended kalman filter |
| title | State Estimation of Direct Field Orientation Control Induction Motor Drive by Using Kalman Filter |
| title_full | State Estimation of Direct Field Orientation Control Induction Motor Drive by Using Kalman Filter |
| title_fullStr | State Estimation of Direct Field Orientation Control Induction Motor Drive by Using Kalman Filter |
| title_full_unstemmed | State Estimation of Direct Field Orientation Control Induction Motor Drive by Using Kalman Filter |
| title_short | State Estimation of Direct Field Orientation Control Induction Motor Drive by Using Kalman Filter |
| title_sort | state estimation of direct field orientation control induction motor drive by using kalman filter |
| topic | direct field orientation control standard kalman filter extended kalman filter |
| url | https://etj.uotechnology.edu.iq/article_62780_3c2614f5e6b723d6230e1752580f89d8.pdf |
| work_keys_str_mv | AT mohammedkhalilhussain stateestimationofdirectfieldorientationcontrolinductionmotordrivebyusingkalmanfilter |