Prediction of CNC Thermal Deformation Based on the Compensation Fuzzy Neural Network

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Abstract:

A new predictive model has proposed based on compensation fuzzy neural networks for thermal error in NC machine tools . The structure of model , fuzzy rule , training algorithm and some technological problems are discussed.And the result of intelligent prediction and accuracy evaluation are given.

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1218-1221

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September 2013

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© 2013 Trans Tech Publications Ltd. All Rights Reserved

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[1] Yue Zhang Naiyao Neural networks and fuzzy control, Beijing, Tsinghua University Press, 1998 (in Chinese).

Google Scholar

[2] Wen xing. MATLAB neural network application design, Beijing, Science Press, 2000 (in Chinese).

Google Scholar

[3] Buckley J J, Hayashi Y. Fuzzy neural networks : A survey Fuzzy Sets and Systems[J] , 1994, (66): 1~13.

DOI: 10.1016/0165-0114(94)90297-6

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