Carrier based PWM technique and adaptive neural network based rotor resistance estimator for the performance enhancement of vector controlled induction motor drives
Other Title(s)
تقنية تعديل عرض النبضة القائمة على الناقل و مقدار مقاومة الدوران القائم على الشبكة العصبية التكيفية من أجل تحسين الأداء للمحركات الحثية موجهة التحكم
Author
Source
The Journal of Engineering Research
Issue
Vol. 16, Issue 1 (30 Jun. 2019), pp.63-76, 14 p.
Publisher
Sultan Qaboos University College of Engineering
Publication Date
2019-06-30
Country of Publication
Oman
No. of Pages
14
Main Subjects
Topics
Abstract EN
In this paper, the carrier based Pulse Width Modulation (PWM) technique and neural network based rotor resistance estimator are proposed for vector controller Induction motor (IM) drives.
The popular sine PWM is used for induction motor drive.
The popular sine PWM has poor harmonic profile and (DC) utilization.
The space vector modulation (SVM) technique overcomes the disadvantages of sine PWM.
But SVM is computationally complex.
Hence a simple PWM technique namely “carrier based PWM technique” similar to SVM is identified and proposed for vector controlled IM drive.
The experimental set up is built up and the performance of carrier based PWM is validated using FPGA processor.
The adaptive neural network based rotor resistance estimator in predictive mode is proposed for the vector controlled induction motor drive.
The performance enhancement of the drive with carrier based PWM and rotor resistance estimator is comprehensively presented.
American Psychological Association (APA)
Venkadesan, A.. 2019. Carrier based PWM technique and adaptive neural network based rotor resistance estimator for the performance enhancement of vector controlled induction motor drives. The Journal of Engineering Research،Vol. 16, no. 1, pp.63-76.
https://search.emarefa.net/detail/BIM-889011
Modern Language Association (MLA)
Venkadesan, A.. Carrier based PWM technique and adaptive neural network based rotor resistance estimator for the performance enhancement of vector controlled induction motor drives. The Journal of Engineering Research Vol. 16, no. 1 (2019), pp.63-76.
https://search.emarefa.net/detail/BIM-889011
American Medical Association (AMA)
Venkadesan, A.. Carrier based PWM technique and adaptive neural network based rotor resistance estimator for the performance enhancement of vector controlled induction motor drives. The Journal of Engineering Research. 2019. Vol. 16, no. 1, pp.63-76.
https://search.emarefa.net/detail/BIM-889011
Data Type
Journal Articles
Language
English
Notes
Includes appendix : p. 76
Record ID
BIM-889011