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Multiobjective Optimization of Milling Tool Geometry for Chatter Suppression and Productivity Improvement

机译:铣削刀具几何的多目标优化,用于搅拌抑制和生产率改进

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In this paper, productivity and self-excited vibration are simultaneously optimized using multiobjective optimization in cutting process. At high material removal rate, machining processes accelerates tool wear, poor surface finish and failure of machine parts. The effect of self-excited vibration or chatter prevents high machining productivity. This chatter vibration can be avoided by modifying tool geometry at low material removal rate but not at high productivity. To compensate material removal rate and chatter, multiobjective optimization is applied using ε-constraint algorithm to achieve a Pareto front solution. Differential Evolution as intelligent optimization algorithm is shown better results than traditional technique of Sequential Quadratic Programming.
机译:在本文中,在切割过程中使用多目标优化同时优化生产率和自我激发振动。在高材料去除速率下,加工过程加速工具磨损,表面光洁度差和机器部件的故障。自我激发振动或聊天的效果可防止高加工生产率。通过在低材料去除速率下修改刀具几何形状,但不能高生产率,可以避免这种颤动振动。为了补偿材料去除率和颤振,使用ε-约束算法应用多目标优化来实现帕累托前解决方案。与智能优化算法的差分演变比连续二次编程的传统技术显示出更好的结果。

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