Speed estimation for indirect field oriented control of induction motor using extended kalman filter
Author
Source
Journal of Science and Technology : in Engineering and Computer Sciences
Issue
Vol. 17, Issue 1 (30 Jun. 2016), pp.12-19, 8 p.
Publisher
Sudan University of Science and Technology Deanship of Scientific Research
Publication Date
2016-06-30
Country of Publication
Sudan
No. of Pages
8
Main Subjects
Topics
Abstract AR
محساسات السرعة مطلوبة للتحكم التوجيهي لمجال للمحركات الحثية.
هذه المحساسات تقلل متانة للنظام و تجعله مكلف.
لذلك تشغيل النظام بدون محساسات السرعة مطلوب.
هذه الورقة تقدم دراسة مفصلة لمرشح كالمان الممتد لتقدير سرعة المحرك الحثي.
باستخدام برنامج MATLAB / SIMULINK تم بناء نموذج المحاكاة و اختباره.
نتائج المحاكاة شرحت و بينت الأداء الجيد و المتانة لمرشح كالمان الممتد عند تقدير السرعة العالية و المنخفضة.
إضافة لذلك وجد أن الأداء لمرشح كالمان الممتد كافئ عندما تكون هنالك اضطرابات خارجية.
Abstract EN
Speed sensors are required for the Field Oriented Control (FOC) of induction motors.
These sensors reduce the sturdiness of the system and make it expensive.
Therefore, a drive system without speed sensors is required.
This paper presents a detailed study of the Extended Kalman Filter (EKF) for estimating the rotor speed of an Induction Motor (IM).
Using MATLAB/SIMULINK software, a simulation model is built and tested.
The simulation results illustrated and demonstrated the good performance and robustness of the EKF to estimate the high and low speed.
Moreover, the performance of the EKF is found to be satisfactory in case there are external disturbances.
American Psychological Association (APA)
Ahmad, Amir Hashim Ubayd. 2016. Speed estimation for indirect field oriented control of induction motor using extended kalman filter. Journal of Science and Technology : in Engineering and Computer Sciences،Vol. 17, no. 1, pp.12-19.
https://search.emarefa.net/detail/BIM-580676
Modern Language Association (MLA)
Ahmad, Amir Hashim Ubayd. Speed estimation for indirect field oriented control of induction motor using extended kalman filter. Journal of Science and Technology : in Engineering and Computer Sciences Vol. 17, no. 1 ( 2016), pp.12-19.
https://search.emarefa.net/detail/BIM-580676
American Medical Association (AMA)
Ahmad, Amir Hashim Ubayd. Speed estimation for indirect field oriented control of induction motor using extended kalman filter. Journal of Science and Technology : in Engineering and Computer Sciences. 2016. Vol. 17, no. 1, pp.12-19.
https://search.emarefa.net/detail/BIM-580676
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 18-19
Record ID
BIM-580676