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A Position Sensorless Control System of SRM using Neural Network  

김민회 (영남이공대학 전기자동화과)
백원식 (영남이공대학 전기공학과)
이상석 (영남이공대학 전기자동화과)
박찬규 (영남이공대학 전기자동화과)
Publication Information
The Transactions of the Korean Institute of Power Electronics / v.9, no.3, 2004 , pp. 246-252 More about this Journal
Abstract
This paper presents a position sensorless control system of Switched Reluctance Motor (SRM) using neural network. The control of SRM depends on the commutation of the stator phases in synchronism with the rotor position. The position sensing requirement increases the overall cost and complexity. In this paper, the current-flux-rotor position lookup table based position sensorless operation of SRM is presented. Neural network is used to construct the current-flux-rotor position lookup table, and is trained by sufficient experimental data. Experimental results for a 1-hp SRM is presented for the verification of the proposed sensorless algorithm.
Keywords
Switched Reluctance Motor; Position Sensorless Control; Neural Network;
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
연도 인용수 순위
1 /
[ Peter Vas ] / Artificial-Intelligent-Based Electrical Machines and Drives
2 디지털 히스테리시스 제어기를 이용한 SRM의 위치제어 시스템 /
[ 김민희;백원식;김남훈;최경호;김동희 ] / 전력전자학회 논문지   과학기술학회마을
3 High-Grade Position Estimation for SRM Drives Using Flux Linkage/Current Correction Model /
[ Gabriel Gallegos Lopez;Philip C.Kjaer;T.J.E.Miler ] / IEEE Trans. on I.A.
4 /
[ R.Krishnan ] / Switched Reluctance Motor Drives
5 A New Sensorless Drive Method of Switched Reluctance Motors Based on Motor's Magnetic Characteristics /
[ H.J.Guo;M.Takahashi;T.Watanabe;O.Ichinokura ] / IEEE Trans. on Mag.   ScienceOn
6 /
[ Neuralworks ] / NeuralWorks Professional Ⅱ/plus Reference Guide
7 An Approach for Sensorless Position Estimation for Switched Reluctance Motors Using Artificial Neural Networks /
[ Erkan Mese;David A.Torrey ] / IEEE Trans. on PE
8 신경회로망을 이용한 SRM의 토크 추정과 스위칭 각 제어 /
[ 백원식;김민희;김남훈;최경호;김동희 ] / 전력전자학회 논문지   과학기술학회마을
9 /
[ T.J.E.Miler ] / Electronic Control of Switched Reluctance Machines
10 신경회로망을 이용한 위치센서 없는 스위치드 릴럭턴스 전동기의 제어시스템 /
[ 백원식;임태훈;배성우;김남훈;김동희;최경호;김민희 ] / 전력전자학회 추계학술대회 논문집
11 스위치드 리럭턴스 전동기의 인덕턴스 산정에 관한 연구 /
[ 최경호;김동희;노채균;김민희 ] / 전력전자학회 논문지   과학기술학회마을