Paper Title:
Process Parameters Selection in NC Camshaft Grinding Based on Uniform Design and GA-NN
  Abstract

In order to enhance the processing accuracy, the surface quality and the processing efficiency of camshaft grinding, a processing parameters selection in NC camshaft grinding based on uniform design, neural network and genetic algorithm was proposed by using CNC8312A NC camshaft grinder to test training samples. The nonlinear mapping relation between processing requirements (inputs) and processing parameters (outputs) was achieved. By comparing the theoretical values with the output values of the neural network, and analyzing the errors between actual measurement results and processing quality requirements, a satisfied result was obtained by applying the model to actual production.

  Info
Periodical
Advanced Materials Research (Volumes 69-70)
Edited by
Julong Yuan, Shiming Ji, Donghui Wen and Ming Chen
Pages
437-441
DOI
10.4028/www.scientific.net/AMR.69-70.437
Citation
Z. H. Deng, X. H. Zhang, W. Liu, D. F. Cao, H. Cao, "Process Parameters Selection in NC Camshaft Grinding Based on Uniform Design and GA-NN", Advanced Materials Research, Vols. 69-70, pp. 437-441, 2009
Online since
May 2009
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Price
$32.00
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