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Multi-objective optimization of process parameters for the helical gear precision forging by using Taguchi method

Wei Feng and Lin Hua*
The Journal of Mechanical Science and Technology, vol. 25, no. 6, pp.1519-1527, 2011

Abstract : Precision forging of the helical gear is a complex metal forming process under coupled effects with multi-factors. The various process parameters such as deformation temperature, punch velocity and friction conditions affect the forming process differently, thus the optimization design of process parameters is necessary to obtain a good product. In this paper, an optimization method for the helical gear precision forging is proposed based on the finite element method (FEM) and Taguchi method with multi-objective design. The maximum forging force and the die-fill quality are considered as the optimal objectives. The optimal parameters combination is obtained through S/N analysis and the analysis of variance (ANOVA). It is shown that, for helical gears precision forging, the most significant parameters affecting the maximum forging force and the die-fill quality are deformation temperature and friction coefficient. The verified experimental result agrees with the predictive value well, which demonstrates the effectiveness of the proposed optimization method.

Keyword : Helical gear precision forging; Multi-objective optimization; Taguchi method; Finite element method; Orthogonal design

 
 
 
 
 
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