高强度钢板成形中噪声因素的存在造成了冲压质量不稳定,提出了基于支持向量机和重要度抽样的板料成形工艺稳健设计方法,量化了噪声因素对成形质量的影响,同时结合优化算法求解即满足质量可靠性又保证质量目标最优的工艺条件.对-高强度钢板冲压实例进行了工艺优化,按优化工艺冲压成形的零件减薄率及回弹均有所改善,验证了该方法的有效性.
参考文献
[1] | M. T. Browne;M. T. Hillery .Optimising the variables when deep-drawing C. R. 1 cups[J].Journal of Materials Processing Technology,2003(1/3):64-71. |
[2] | Piotr Breitkopf;Hakim Naceur;Alain Rassineux;Pierre Villon .Moving least squares response surface approximation: Formulation and metal forming applications[J].Computers & structures,2005(17/18):1411-1428. |
[3] | Liew KM;Tan H;Ray T;Tan MJ .Optimal process design of sheet metal forming for minimum springback via an integrated neural network evolutionary algorithm[J].Structural and multidisciplinary optimization,2004(3/4):284-294. |
[4] | Xiaoping Du;Wei Chen .Towards a Better Understanding of Modeling Feasibility Robustness in Engineering Design[J].Journal of mechanical design,2000(4):385-394. |
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