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 6 切削力合力优化值与测量值的比较结果

Tab.6 Comparison of optimized value of combined cutting force with measured value

序号 Fc&/N Fc*/N $ l_{{\rm{n}}} ^{} $/% $ l_{{\rm{n}}} ^\& $/% 1 28.033 — 6.929 — 2 29.194 — 3.074 — 3 28.667 30.120 4.824 4.802 4 28.753 — 4.538 — 5 28.721 — 4.645 —