MOTOR IDENTIFICATION OF FORWORD NEURAL NETWORK BASED ON SIMPLEX METHOD OPTIMIZATION METHOD

LIU Weiguo; MA Ruiqin; DOU Manfeng; DAI Guanzhong

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Volume 27 Issue 5

Oct. 1998

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INFORMATION AND CONTROL > 1998 > 20(5): 381-385.

LIU Weiguo, MA Ruiqin, DOU Manfeng, DAI Guanzhong. MOTOR IDENTIFICATION OF FORWORD NEURAL NETWORK BASED ON SIMPLEX METHOD OPTIMIZATION METHOD[J]. INFORMATION AND CONTROL, 1998, 20(5): 381-385.

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LIU Weiguo, MA Ruiqin, DOU Manfeng, DAI Guanzhong. MOTOR IDENTIFICATION OF FORWORD NEURAL NETWORK BASED ON SIMPLEX METHOD OPTIMIZATION METHOD[J]. INFORMATION AND CONTROL, 1998, 20(5): 381-385.

Citation:

LIU Weiguo, MA Ruiqin, DOU Manfeng, DAI Guanzhong. MOTOR IDENTIFICATION OF FORWORD NEURAL NETWORK BASED ON SIMPLEX METHOD OPTIMIZATION METHOD[J]. INFORMATION AND CONTROL, 1998, 20(5): 381-385.

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MOTOR IDENTIFICATION OF FORWORD NEURAL NETWORK BASED ON SIMPLEX METHOD OPTIMIZATION METHOD

Dept. of Automatic Control, Northwestern Ploytechnical University, Xi′an 710072

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Received Date: November 30, 1997
Published Date: October 19, 1998

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Abstract

This paper discusses the forword neural network based on Simplex Method optimization method and uses it to identify the model of a brushless DC motor. The results are satisfactory for obtaining global minimal point and improving the learning performance.
- neural network,
- simplex method,
- brushless DC motor,
- identification

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1 El-Sharkawi M A,El-Samahy A A,El-Sayed M L.High Performance Drive of D C Brus hless Motors using Neural Net-work. IEEE Transactions on Energy Conversion, June 1994,9(2):317～322
2 Weer asooriya S, El-Sharkawi M A. Identification and Control of a D C Motor using Back-propagation Neural Networks,IEEE Transaction on Enery Conversion,1991,6(4):663～669
3 Narendra K S,Part hasarathy K.Inerrtification & Control of Dynamical Systems using Neural Networks,IEEE Control system magazin,1990,(1):4～27
4 Pham P T, Liu Xing. Neural Networks for Identification, Prediction, and Control. Springer-Verlag Berl in Heidelberg New York,1995
5 薛嘉庆. 最优化原理与方法. 冶金工业出版社, 1983.

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