4.3 Article

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

Journal

JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY
Volume 25, Issue 6, Pages 1519-1527

Publisher

KOREAN SOC MECHANICAL ENGINEERS
DOI: 10.1007/s12206-011-0430-z

Keywords

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

Funding

  1. Natural Science Foundation of China [50725517]

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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.

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