The use of finite elements and neural networks for the solution of inverse electromagnetic problems

IEEE Transactions on Magnetics

Volumn 28, Issue 5, 1992, Pages 2811-2813

  Low, T S ^a   Bi Chao, B ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTROMAGNETIC FIELDS; FINITE ELEMENT METHOD; NEURAL NETWORKS; OPTIMIZATION; PERMANENT MAGNETS; ROTORS (WINDINGS);

INVERSE EM FIELDS; INVERSE EM PROBLEMS; PERMANENT-MAGNET ROTORS;

ELECTROMAGNETISM;

EID: 0026911764     PISSN: 00189464     EISSN: 19410069     Source Type: Journal    
DOI: 10.1109/20.179635     Document Type: Article

References (8)

1. S.R.H. Hoole, K. Weeber, S. Subramaniam, ‘Fictitious Minima of Object Functions, Finite Element Meshes and Edge Elements in Electromagnetic. Device Synthesis”, IEEE Trans. Magn., Vol. 27, No.5, Sept. 1991
2. S.R.H. Hoole, “Inverse Problems Finite Elements in Hop Stepping to Speed Up’, Int. J. App. Electromag. in Matl. Vol. 1, 1990, pp. 255–261.
3. Hecht-Nielsen, R., “Neurcomputing’, HNC, Inc. and University of California, San Diego, 1990.
4. S.Y. Kung, J.N. Hwang, ‘An Algebraic Projection Analysis for Optimal Hidden Units Size and Learning Rates in Backpropagation Learning”, IEEE Int. Proc. Conference on Neural Networks, pp. 1–363 - 1–369, July 1988.
5. J. Sietsma, R.J.F. Dow, “Neural Net Pruning Why and How”, IEEE Int. Conf. on Neural Networks, pp. 1–325 - 1–333, July 1988.
6. T. S. Low, Bi Chao, “Forward Generating Network: Its Architecture and Training” , Proc. IJCNN’91, Nov. 1991, pp. 404–409.
7. Makamura, S., “Applied Numerical Methods With Software”, Prentice-Hall, 1991.
8. T. S. Low, M.A. Jabbar, M.A. Rahman, “Permanent- Magnet Motors for Brushless Operation”, IEEE Trans. on Ind. App., Vol.26, No.1, Jan./Feb. 1990.