Effects of machining parameters on tool life and its optimization in turning mild steel with brazed carbide cutting tool

International Conference on Advances in Materials and Manufacturing Applications 2016

Dasgupta, S.^1 ; Mukherjee, S.^1

Department of Mechanical Engineering, Jalpaiguri Government Engineering College, Jalpaiguri, West Bengal

735102, India^1

关键词: Machining parameters;    Multiple regression analysis;    Optimal combination;    Process parameters;    Semi-automatics;    Spindle speed;    Taguchi design of experiment;    Taguchi's orthogonal arrays;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/149/1/012005/pdf
DOI  :  10.1088/1757-899X/149/1/012005

来源: IOP

【 摘 要 】

One of the most significant factors in metal cutting is tool life. In this research work, the effects of machining parameters on tool under wet machining environment were studied. Tool life characteristics of brazed carbide cutting tool machined against mild steel and optimization of machining parameters based on Taguchi design of experiments were examined. The experiments were conducted using three factors, spindle speed, feed rate and depth of cut each having three levels. Nine experiments were performed on a high speed semi-automatic precision central lathe. ANOVA was used to determine the level of importance of the machining parameters on tool life. The optimum machining parameter combination was obtained by the analysis of S/N ratio. A mathematical model based on multiple regression analysis was developed to predict the tool life. Taguchi's orthogonal array analysis revealed the optimal combination of parameters at lower levels of spindle speed, feed rate and depth of cut which are 550 rpm, 0.2 mm/rev and 0.5mm respectively. The Main Effects plot reiterated the same. The variation of tool life with different process parameters has been plotted. Feed rate has the most significant effect on tool life followed by spindle speed and depth of cut.