Explainable artificial intelligence for manufacturing cost estimation and machining feature visualization

作者：

Highlights：

• Explainable artificial intelligence can estimate and interpret manufacturing costs.

• The machining features of the CAD model are detected and visualized by deep learning.

• The machining difficulty of the CAD model is differentiated by deep learning.

摘要

•Explainable artificial intelligence can estimate and interpret manufacturing costs.•The machining features of the CAD model are detected and visualized by deep learning.•The machining difficulty of the CAD model is differentiated by deep learning.

论文关键词：Cost estimation,Machining feature,Deep learning,Explainable artificial intelligence (XAI),3D CAD,3D Grad-CAM

论文评审过程：Received 2 November 2020, Revised 6 April 2021, Accepted 10 June 2021, Available online 16 June 2021, Version of Record 22 June 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115430