Paper Title:
ANN-Based Feature Recognition to Integrate CAD and CAM
  Abstract

This paper presents an intelligent manufacturing feature extraction method employing artificial neural network techniques. It discuss the subject about how to represent the features as the input expression of the ANN(Artificial Neural Network), how to determine the structure of ANN and the ANN-based feature recognition method. This method is mainly used pre-trained BP neural network to identify the B-rep model representation of the product. Through a lot testing, the validity of the system was verified.

  Info
Periodical
Edited by
Qi Luo
Pages
1269-1274
DOI
10.4028/www.scientific.net/AMM.55-57.1269
Citation
Y. T. Hao, Y. M. Chi, "ANN-Based Feature Recognition to Integrate CAD and CAM", Applied Mechanics and Materials, Vols. 55-57, pp. 1269-1274, 2011
Online since
May 2011
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