基于深度强化学习的数控铣削加工参数优化方法

邓齐林,鲁娟,陈勇辉,冯健,廖小平,马俊燕

Optimization method of CNC milling parameters based on deep reinforcement learning

Qi-lin DENG,Juan LU,Yong-hui CHEN,Jian FENG,Xiao-ping LIAO,Jun-yan MA

表 1 试验因素及其水平

Tab.1 Experimental factors and their levels

水平 加工参数 n /( ${\rm{r}} \cdot {\rm{mi} }{ {\rm{n} }^{ - 1} }$) f /( ${{\rm{mm}}} \cdot {r^{ - 1} }$) ae /mm ap /mm 1 1 500 0.08 2.00 0.20 2 1 900 0.10 4.00 0.40 3 2 300 0.12 6.00 0.60