Determination of induction motor parameters by using neural network based on FEM results

IEEE Transactions on Magnetics

Volumn 33, Issue 2 PART 2, 1997, Pages 1924-1927

  Bae, Dongjin ^a   Kim, Dowan ^b   Jung, Hyun Kyo ^b   Hahn, Song Yop ^b   Koh, Chang Seop ^c  

^a Hyundai Heavy Industries   (South Korea)

^b Seoul National University   (South Korea)

^c Samsung Electro Mechanics   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

EQUIVALENT CIRCUITS; FINITE ELEMENT METHOD; MACHINE DESIGN; MATHEMATICAL MODELS; NEURAL NETWORKS; ROTORS;

SELF ORGANIZED DISTRIBUTED NETWORKS; THREE PHASE INDUCTION MOTORS;

INDUCTION MOTORS;

EID: 0031096590     PISSN: 00189464     EISSN: None     Source Type: Journal    
DOI: 10.1109/20.582668     Document Type: Article

References (8)

1. S.Williamson, "Calculation of the bar resistance and leakage reactance of cage rotors with closed slots", IEE proc. Vol.132 , Pt. B, No. 3, MAY 1985.
2. Kunihiko Fukushima, A self-organizing multi-layered neural network, Biological Cybernetics, 20, pp.121-136, 1975
3. Hyong-Suk Kim, Jong-Soo Choi, Jong-man Kim, Sung Joong Kim, "A Study on the Self-organized Distributed Network Model for Easy Learning", Trans. KIEE, Vol.43, No.10. pp. 1762-1994 OCT 1994
4. James A. Freeman, David M. Skapura, Neural networks, Addison-Wesley Co. Ltd, 1992.
5. T.S.Low, Bi Chao." The Use of Finite Element method and neural networks for the solution of inverse electromagnetic problems", IEEE Trans. MAG., Vol. 28, No. 5, pp.2811-2813, Sep,1992
6. S.ansuj, F.Sjokooh and R.Schinzinger," Parameter Esti mation for Induction Machines based on Sensitivity Analysis", IEEE Trans. IAS. Vol.25, No.6, NOV/DEC, 1989.
7. A. Mohammed, D.C. Park, F. Uler, C.Ziqiang," Design optimization of electromagnetic devices using artificial neural networks", IEEE Trans. MAG. Vol. 28, No. 5, pp.2809-2810, Sep,1992
8. D.J. Atkinson, P.P.Acarnley and J.W.Finch, "Observers for Induction Motor State and Parameter Estimation", IEEE Trans. IAS. Vol.27, No.6, pp.1119-1127