Gear hot forging process robust design based on finite element method
Jung DongWon
The Journal of Mechanical Science and Technology, vol. 22, no. 9, pp.1772-1778, 2008
Abstract : During the hot forging process, the shaping property and forging quality will fluctuate because of die wear, manufacturing
tolerance, dimensional variation caused by temperature and the different friction conditions, etc. In order to control
this variation in performance and to optimize the process parameters, a robust design method is proposed in this
paper, based on the finite element method for the hot forging process. During the robust design process, the Taguchi
method is the basic robust theory. The finite element analysis is incorporated in order to simulate the hot forging process.
In addition, in order to calculate the objective function value, an orthogonal design method is selected to arrange
experiments and collect sample points. The ANOVA method is employed to analyze the relationships of the design
parameters and design objectives and to find the best parameters. Finally, a case study for the gear hot forging process
is conducted. With the objective to reduce the forging force and its variation, the robust design mathematical model is
established. The optimal design parameters obtained from this study indicate that the forging force has been reduced
and its variation has been controlled.
Keyword : Hot forging; Robust design; Numerical simulation; Taguchi method; Orthogonal design; Analysis of variance |