Optimization of SPIF Surface Roughness via Grey Relational Analysis
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摘要: 成形件表面质量差是制约单点增量成形(SPIF)应用的主要因素之一,其中表面粗糙度是评价表面质量的一项重要指标。以45°方锥台为研究对象,采用基于灰色关联分析的方法,进行成形件表面质量多目标控制的成形参数优化。为了采用较少的实验次数搜寻到最佳的表面质量特性的成形参数,采用田口正交表进行实验设计,通过灰色关联分析中得到的灰色关联度决定优化的成形参数,同时通过成形参数的最大与最小的灰色关联度差值得到了对表面质量影响较显著的因子。实验结果表明:利用本文提出的方法,可以使成形件的纵向和横向表面粗糙度得到有效的改善。Abstract: The poor surface quality of parts is one of the main factors that restrict the application of single point incremental forming (SPIF), in which the surface roughness is an important indicator to evaluate the surface quality. In this paper, taking the 45° pyramidal shape as the research object, the grey relational analysis based method was carried out to conduct the forming parameters optimization of multi-objective control of the surface quality of forming parts.In order to study the best surface quality performance of forming parameters by using less number of experiments. The Taguchi orthogonal table was carried out to experimental design, through the grey relational grade obtained from grey relational analysis determine optimal forming parameters, meanwhile the main significant factor that affect the surface quality can be found by the difference between the maximum and minimum value of the grey relational grade of the forming parameters. The experimental results have shown that the longitudinal and transverse surface roughness of forming parts can be effectively improved by this proposed approach.
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[1] 张庆丰,贾平,周旭东,等.板料增量成形的研究进展[J].锻压技术,2010,35(2):6-12 Zhang Q F, Jia P, Zhou X D, et al. Research development of incremental sheet metal forming[J]. Forging & Stamping Technology, 2010,35(2):6-12(in Chinese) [2] Sreenivasulu R, Rao C S. Application of gray relational analysis for surface roughness and roundness error in drilling of Al 6061 alloy[J]. International Journal of Lean Thinking, 2012,3(2):67-78 [3] 姚梓萌,李言,杨明顺,等.金属板材单点增量成形过程成形力的研究[J].机械科学与技术,2015,34(7):1044-1047 Yao Z M, Li Y, Yang M S, et al. Study on forming force in single point incremental forming process of sheet metal[J]. Mechanical Science and Technology for Aerospace Engineering, 2015,34(7):1044-1047(in Chinese) [4] 宋修成,陆彬,陈军,等.板料渐进成形件表面质量的影响因素分析[J].机械工程学报,2013,49(8):84-90 Song X C, Lu B, Chen J, et al. Influencing factor analysis on the surface quality of incremental forming parts[J]. Journal of Mechanical Engineering, 2013,49(8):84-90(in Chinese) [5] 李湘吉,李明哲,蔡中义.板料单点渐进成形数值模拟研究[J].锻压技术,2009,34(4):79-83 Li X J, Li M Z, Cai Z Y. Numerical simulation of sheet metal incremental forming[J]. Forging & Stamping Technology, 2009,34(4):79-83(in Chinese) [6] Hussain G, Gao L. A novel method to test the thinning limits of sheet metals in negative incremental forming[J]. International Journal of Machine Tools and Manufacture, 2007,47(3-4):419-435 [7] Hamilton K, Jeswiet J. Single point incremental forming at high feed rates and rotational speeds:surface and structural consequences[J]. CIRP Annals-Manufacturing Technology, 2010,59(1):311-314 [8] Durante M, Formisano A, Langella A. Comparison between analytical and experimental roughness values of components created by incremental forming[J]. Journal of Materials Processing Technology, 2010,210(14):1934-1941 [9] 贾俐俐,顾雪艳,高锦张,等.金属板料数控增量成形的覆层技术实验研究[J].锻压技术,2007,32(5):26-28 Jia L L, Gu X Y, Gao J Z, et al. Experimental research on cladding technique of NC incremental forming for sheet metal[J]. Forging & Stamping Technology, 2007,32(5):26-28(in Chinese) [10] Hussain G, Gao L, Hayat N, et al. Tool and lubrication for negative incremental forming of a commercially pure titanium sheet[J]. Journal of Materials Processing Technology, 2008,203(1-3):193-201 [11] 查光成,李振红,吴梦陵,等.金属钽板的渐进成形实验研究[J].热加工工艺,2011,40(17):82-85,88 Zha G Z, Li Z H, Wu M L, et al. Experimental study on incremental forming of Ta sheet[J]. Hot Working Technology, 2011,40(17):82-85,88(in Chinese) [12] 沈长艳,高霖.TA1板料数控渐进成形时摩擦与润滑的研究[J].中国机械工程,2013,24(21):2966-2971 Shen C Y, Gao L. A study of friction and lubrication in incremental forming of TA1 pure titanium sheet[J]. China Mechanical Engineering, 2013,24(21):2966-2971(in Chinese) [13] 姜虎森,王进,王廷和,等.主轴转速对单点渐进成形工件表面粗糙度的影响[J].锻压技术,2011,36(3):33-36 Jiang H S, Wang J, Wang T H, et al. Effect of spindle speed on workpiece surface roughness in single point incremental forming[J]. Forging & Stamping Technology, 2011,36(3):33-35(in Chinese) [14] 张瑛,吴光强.基于田口方法的汽车悬架稳健性优化[J].机械与电子,2015,(9):3-7 Zhang Y, Wu G Q. Robust design optimization of the automotive McPherson suspension based on Taguchi method[J]. Machinery & Electronics, 2015,(9):3-7(in Chinese) [15] 辛民,王西彬,解丽静,等.基于灰色理论的铣削参数优化方法研究[J].中国机械工程,2009,20(23):2807-2810 Xin M, Wang X B, Xie L J, et al. Study on milling parameter optimization method based on gray theory[J]. China Mechanical Engineering, 2009,20(23):2807-2810(in Chinese) [16] Qin M Y, Liu D W, Luo Y S, et al. Multi-objective optimization of turning parameters based on gray system theory[J]. Hydromechatronics Engineering, 2013,41(24):97-100 [17] 李郝林,王健.基于灰色关联分析的平面磨削工艺参数优化[J].中国机械工程,2011,22(6):631-635 Li H L, Wang J. Determination of optimum parameters in plane grinding by using grey relational analysis[J]. China Mechanical Engineering, 2011,22(6):631-635(in Chinese) [18] 刘春景,唐敦兵,何华,等.基于灰色关联和主成分分析的车削加工多目标优化[J].农业机械学报,2013,44(4):293-298,292 Liu C J, Tang D B, He H, et al. Multi-objective optimization of turning based on grey relational and principal component analysis[J]. Transactions of the Chinese Society for Agricultural Machinery, 2013,44(4):293-298,292(in Chinese)
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