高速铣削钛合金TC4切削力试验研究及切削参数优化
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摘要
采用正交试验研究了高速铣削钛合金TC4粗加工阶段时切削参数对切削力的影响规律,并以Y向切削力最小和材料去除率最大为优化目标,利用MATLAB基于Pareto遗传算法优化高速铣削TC4的切削参数,结合Pareto最前沿给出了优化后的切削参数最优解集。
The effect of cutting parameters on cutting force in high speed milling of titanium alloy TC4 was researched by orthogonal test. The optimization objective was to minimize the cutting force of Y and the maximum material removal rate. The Pareto genetic algorithm based on MATLAB was used to optimize the high-speed milling TC4. The cutting parameters,combined with Pareto's cutting edge,give an optimized solution set of optimized cutting parameters.
The effect of cutting parameters on cutting force in high speed milling of titanium alloy TC4 was researched by orthogonal test. The optimization objective was to minimize the cutting force of Y and the maximum material removal rate. The Pareto genetic algorithm based on MATLAB was used to optimize the high-speed milling TC4. The cutting parameters,combined with Pareto's cutting edge,give an optimized solution set of optimized cutting parameters.
引文
[1]EZUGWU E O,WANG Z M.Titanium Alloys and their Machinability-a Review[J].Journal of Materials Processing Technology,1997,68(3):262-274.
[2]RAO B,DANDEKAR C R,SHIN Y C.An Experimental and Numerical Study on the Face Milling of Ti-6Al-4V Alloy:Tool Performance and Surface Integrity[J].Journal of Materials Processing Technology,2011,211(2):294-304.
[3]罗汉兵,赵军,李安海,等.高速铣削钛合金Ti6A4V铣削力试验研究[J].组合机床与自动化加工技术,2011(5):18-20.LUO H B,ZHAO J,LI A H,et al.An Experiment Study on Milling Forces in High Speed Milling Titanium Alloy[J].Modular Machine Tool&Automatic Manufacturing Technique,2011(5):18-20.
[4]汪耀龙,胡亚辉,孙建波,等.基于正交试验的高速切削钛合金切削力研究[J].工具技术,2016,50(2):17-19.WANG Y L,HU Y H,SUN J B,et al.Research on Cutting Force of High Speed Cutting Titanium Alloy Based on Orthogonal Experiment[J].Tool Engineering,2016,50(2):17-19.
[5]吴红兵,刘刚,毕运波,等.刀具几何参数对钛合金Ti6Al4V切削加工的影响[J].中国机械工程,2008,19(20):2419-2422.WU H B,LIU G,BI Y B,et al.Influence of Tool Geometrical Parameters on High Speed Cutting of Titanium Alloy Ti6Al4V[J].China Mechanical Engineering,2008,19(20):2419-2422.
[6]易湘斌,焦爱胜,常文春,等.不同冷却润滑条件下TB6钛合金高速铣削切削力实验研究[J].润滑与密封,2017,42(9):92-97.YI X B,JIAO A S,CHANG W C,et al.Research on Cutting Force of High Speed Milling TB6 in Different Cooling Lubricating Conditions[J].Lubrication Engineering,2017,42(9):92-97.
[7]刘军伟,武导侠,姚倡锋.TC4钛合金高速铣削力研究[J].机床与液压,2013,41(19):1-6.LIU J W,WU D X,YAO C F.Study on High-speed Milling Force for Titanium Alloy Ti-6Al-4V[J].Machine Tool&Hydraulics,2013,41(19):1-6.
[8]KRISHNARAJ V,SAMSUDEENSADHAM S,SINDHUMATHIR,et al.A Study on High Speed End Milling of Titanium Alloy[J].Procedia Engineering,2014,97:251-257.
[9]武美萍,翟建军,廖文和.数控加工切削参数优化研究[J].中国机械工程,2004,15(3):235-237.WU M P,ZHAI J J,LIAO W H.Research on NC Machining Parameter Optimization[J].China Mechanical Engineering,2004,15(3):235-237.
[10]刘伟,王太勇.基于Pareto遗传算法的切削用量优化[J].农业机械学报,2011,42(2):220-224.LIU W,WANG T Y.Optimization of Cutting Parameters Based on Pareto Genetic Algorithm[J].Transactions of the Chinese Society of Agricultural Machinery,2011,42(2):220-224.
[11]王海艳,秦旭达,任成祖.基于Pareto遗传算法的螺旋铣加工参数优化[J].中国机械工程,2012,23(17):2058-2061.WANG H Y,QIN X D,REN C Z.Optimization of Cutting Parameters in Helical Milling Process Based on Pareto Genetic Algorithm[J].China Mechanical Engineering,2012,23(17):2058-2061.
[2]RAO B,DANDEKAR C R,SHIN Y C.An Experimental and Numerical Study on the Face Milling of Ti-6Al-4V Alloy:Tool Performance and Surface Integrity[J].Journal of Materials Processing Technology,2011,211(2):294-304.
[3]罗汉兵,赵军,李安海,等.高速铣削钛合金Ti6A4V铣削力试验研究[J].组合机床与自动化加工技术,2011(5):18-20.LUO H B,ZHAO J,LI A H,et al.An Experiment Study on Milling Forces in High Speed Milling Titanium Alloy[J].Modular Machine Tool&Automatic Manufacturing Technique,2011(5):18-20.
[4]汪耀龙,胡亚辉,孙建波,等.基于正交试验的高速切削钛合金切削力研究[J].工具技术,2016,50(2):17-19.WANG Y L,HU Y H,SUN J B,et al.Research on Cutting Force of High Speed Cutting Titanium Alloy Based on Orthogonal Experiment[J].Tool Engineering,2016,50(2):17-19.
[5]吴红兵,刘刚,毕运波,等.刀具几何参数对钛合金Ti6Al4V切削加工的影响[J].中国机械工程,2008,19(20):2419-2422.WU H B,LIU G,BI Y B,et al.Influence of Tool Geometrical Parameters on High Speed Cutting of Titanium Alloy Ti6Al4V[J].China Mechanical Engineering,2008,19(20):2419-2422.
[6]易湘斌,焦爱胜,常文春,等.不同冷却润滑条件下TB6钛合金高速铣削切削力实验研究[J].润滑与密封,2017,42(9):92-97.YI X B,JIAO A S,CHANG W C,et al.Research on Cutting Force of High Speed Milling TB6 in Different Cooling Lubricating Conditions[J].Lubrication Engineering,2017,42(9):92-97.
[7]刘军伟,武导侠,姚倡锋.TC4钛合金高速铣削力研究[J].机床与液压,2013,41(19):1-6.LIU J W,WU D X,YAO C F.Study on High-speed Milling Force for Titanium Alloy Ti-6Al-4V[J].Machine Tool&Hydraulics,2013,41(19):1-6.
[8]KRISHNARAJ V,SAMSUDEENSADHAM S,SINDHUMATHIR,et al.A Study on High Speed End Milling of Titanium Alloy[J].Procedia Engineering,2014,97:251-257.
[9]武美萍,翟建军,廖文和.数控加工切削参数优化研究[J].中国机械工程,2004,15(3):235-237.WU M P,ZHAI J J,LIAO W H.Research on NC Machining Parameter Optimization[J].China Mechanical Engineering,2004,15(3):235-237.
[10]刘伟,王太勇.基于Pareto遗传算法的切削用量优化[J].农业机械学报,2011,42(2):220-224.LIU W,WANG T Y.Optimization of Cutting Parameters Based on Pareto Genetic Algorithm[J].Transactions of the Chinese Society of Agricultural Machinery,2011,42(2):220-224.
[11]王海艳,秦旭达,任成祖.基于Pareto遗传算法的螺旋铣加工参数优化[J].中国机械工程,2012,23(17):2058-2061.WANG H Y,QIN X D,REN C Z.Optimization of Cutting Parameters in Helical Milling Process Based on Pareto Genetic Algorithm[J].China Mechanical Engineering,2012,23(17):2058-2061.