Design of a Three-phase Induction Motor RPM Controller Using Neural estimator-Fuzzy Controller in the absence of speed sensor
Publish place: 2nd Iranian National Conference on Electrical Engineering
Publish Year: 1393
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
INCEE02_033
تاریخ نمایه سازی: 19 تیر 1394
Abstract:
In this paper, various methods of speedestimation including speed calculation by open-loopmethod, Model Reference Adaptive System and use ofextended Kalman filter are explained and then scalarand vector control of induction motor have beeninvestigated and implemented. In the following, manytypes of neural estimator of speed were analyzed andimplemented and the application of fuzzy controller isdiscussed in this respect. Finally, the proposed methodconsisting of neural estimator-fuzzy controller wasmodeled and compared with conventional techniques.Three-phase induction motor has 4 poles and itsnominal values are 220 V, 10 hp, 60 Hz and 1725 rpm.Comparison of the simulation results and referencearticles shows the validity of the work.
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Authors
Seyyed Reza Mosayyebi
Department of electronics, bandargaz branch, Islamic Azad University, bandargaz, Iran
Mojtaba Ajoudani
Department of electronics, bandargaz branch, Islamic Azad University, bandargaz, Iran
Abbas Mohammadi
Department of power engineering, guilan university, rasht, iran, abbas.mohammadi
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