Regarding to the Variance Analysis of Regression Equation of the Surface Roughness obtained by End Milling process of 7136 Aluminium Alloy

20th Innovative Manufacturing Engineering and Energy Conference

机械制造;能源学

Pop, A.B. ; Titu, M.A.

关键词: Aircraft industries;    Cutting tool geometry;    Degree of confidence;    End-milling process;    Metal cutting process;    Modeling of surface roughness;    Regression equation;    Universal alloy corporations;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/161/1/012015/pdf
DOI  :  10.1088/1757-899X/161/1/012015

来源: IOP

【 摘 要 】

In the metal cutting process, surface quality is intrinsically related to the cutting parameters and to the cutting tool geometry. At the same time, metal cutting processes are closely related to the machining costs. The purpose of this paper is to reduce manufacturing costs and processing time. A study was made, based on the mathematical modelling of the average of the absolute value deviation (Ra) resulting from the end milling process on 7136 aluminium alloy, depending on cutting process parameters. The novel element brought by this paper is the 7136 aluminium alloy type, chosen to conduct the experiments, which is a material developed and patented by Universal Alloy Corporation. This aluminium alloy is used in the aircraft industry to make parts from extruded profiles, and it has not been studied for the proposed research direction. Based on this research, a mathematical model of surface roughness Ra was established according to the cutting parameters studied in a set experimental field. A regression analysis was performed, which identified the quantitative relationships between cutting parameters and the surface roughness. Using the variance analysis ANOVA, the degree of confidence for the achieved results by the regression equation was determined, and the suitability of this equation at every point of the experimental field.