基于数字孪生的激光加工零件表面温度监控系统的构建

谢章伟,张兴波,徐哲,张羽,张丰云,王茜,王萍萍,孙树峰,王海涛,刘纪新,孙维丽,曹爱霞

Construction of surface temperature monitoring system for laser machining parts based on digital twin

Zhangwei XIE,Xingbo ZHANG,Zhe XU,Yu ZHANG,Fengyun ZHANG,Xi WANG,Pingping WANG,Shufeng SUN,Haitao WANG,Jixin LIU,Weili SUN,Aixia CAO

表2 有限元仿真与CGAN模型的求解性能对比

Table 2 Comparison of solution performance between finite element simulation and CGAN model

工况 有限元仿真 CGAN模型 文件大小/GB 计算时间/s 平均生成时间/s MSE 1 1.31 305 0.21 0.009 5 2 1.33 312 0.18 0.012 4 3 1.40 315 0.23 0.010 3 4 1.51 322 0.22 0.009 8 5 1.55 330 0.19 0.009 6