The development of speed sensor observer for induction motor by using adaptive Neuro Fuzzy with back propagation learning method

P Mauridhi Herry ,Gigih Prabowo,Sato Yukihiko,Era Purwanto

doi:10.1109/icpadm.2006.284296

The development of speed sensor observer for induction motor by using adaptive Neuro Fuzzy with back propagation learning method

P Mauridhi Herry , Gigih Prabowo + Show 2 more

https://doi.org/10.1109/icpadm.2006.284296

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Publication Date: Jun 1, 2006

Citations: 5

Affiliation: Sepuluh Nopember Institute of Technology, Chiba University, State University of Surabaya

#Speed Of Induction Motor #Speed Of Three-phase Induction Motor + Show 8 more

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Abstract

This paper proposed the simple method to develop observer for detects the speed of Induction motor.. Direct field-oriented induction motor drive system need rotor flux observer and rotor angular speed identifier. ANFIS is used for identifying parameter dynamics and system variable estimation, linear either non-linear. ANFIS with back propagation learning algorithm has applied to estimate flux rotor and identify rotor angular speed of three-phase induction motor. The simulation result is found good for the speed up to 200 rpm, and no good result for the speed less then 200 rpm.

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