Dynamic magnetic hysteresis modelling using Elman recurrent neural network

International Journal of Applied Electromagnetics and Mechanics

Volumn 13, Issue 1-4 SPEC., 2001, Pages 209-214

  Saghafifar, Mahmoud ^a   Kundu, Anjan ^a   Nafalski, Andrew ^a  

^a UNIVERSITY OF SOUTH AUSTRALIA   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; DYNAMICS; FUNCTIONS; MAGNETIC CORES; MAGNETIZATION; MAGNETOELECTRIC EFFECTS; MATHEMATICAL MODELS; RECURRENT NEURAL NETWORKS;

DYNAMIC MAGNETIC HYSTERESIS; ELMAN RECURRENT NEURAL NETWORK; PRESACH MODEL;

MAGNETIC HYSTERESIS;

EID: 0035789360     PISSN: 13835416     EISSN: None     Source Type: Journal    
DOI: 10.3233/jae-2002-323     Document Type: Article

References (5)

1. A. Nafalski, B.G. Hoskins, A. Kundu and T. Doan, The Use of Neural Networks in Describing the Magnetisation Phenomena, Journal of Magnetism and Magnetic Materials 160 (1996), 84-86.
2. C.T. Lin and C.S.G. Lee, Neural Fuzzy Systems, Prentice Hall Int., 1996, pp. 237 and 347.
3. D.W. Patterson, Artificial Neural Networks Theory and Applications, Prentice Hall International, 1996, pp. 264.
4. I.D. Mayergoyz, Mathematical Models of Hysteresis, Springer-Verlag New York Inc., 1991, pp. 99-103.
5. P. Picton, Introduction to Neural Networks, Macmillan Press Ltd., 1994, pp. 129.