Statistical Modeling of the Machinability of an In-Situ Synthesized RZ5/TiB2 Magnesium Matrix Composite in Dry Turning Condition

被引:2
作者
Meher, Arabinda [1 ,2 ]
Mahapatra, Manas Mohan [3 ]
Samal, Priyaranjan [4 ]
Vundavilli, Pandu Ranga [3 ]
Shankar, Karthik Venkitraman [5 ]
机构
[1] Chandigarh Univ, Dept Mech Engn, Mohali 140413, Punjab, India
[2] Chandigarh Univ, Univ Ctr Res & Dev, Mohali 140413, Punjab, India
[3] Indian Inst Technol Bhubaneswar, Sch Mech Sci, Kansapada 752050, Odisha, India
[4] Koneru Lakshmaiah Educ Fdn, Dept Mech Engn, Vaddeswaram 522302, Andhra Pradesh, India
[5] Amrita Vishwa Vidyapeetham, Dept Mech Engn, Amritapuri 690525, Kerala, India
关键词
machinability; Taguchi design; regression model; cutting force; surface roughness; MECHANICAL-PROPERTIES; MACHINING PARAMETERS; SURFACE-ROUGHNESS; TOOL WEAR; FABRICATION;
D O I
10.3390/cryst12101353
中图分类号
O7 [晶体学];
学科分类号
0702 ; 070205 ; 0703 ; 080501 ;
摘要
Machinability analyses of metal matrix composites are essential for manufacturing industries. The current study is focused on the mathematical modeling of the machinability of an in-situ synthesized RZ5-8 wt.% TiB2 composite using the Taguchi design statistical tools and analysis of variance (ANOVA). Taguchi's method indicates that the feed rate is the most influential parameter, followed by the depth of cut and cutting speed in determining the cutting force and surface roughness during the machining of the RZ5/8 wt.% TiB2 composite. A regression analysis of the experimental data was carried out using ANOVA, and regression equations were established to estimate cutting force and surface roughness under different parametric conditions. The regression model was validated for other test conditions and the maximum deviation observed was +/- 10%. Main effects plots and response surface plots were developed to analyze the machining parameters' individual and combined effects on the RZ5/8 wt.% TiB2 composite's machinability. The chip morphology and tool wear of the RZ5/8 wt.% TiB2 composite were analyzed using FESEM under different machining conditions.
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页数:15
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