公开(公告)号：US10762699B2

公开(公告)日：2020-09-01

申请号：US16225931

申请日：2018-12-19

Applicant: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE

Inventor： Yang-Lun Liu ,  Yu-Lin Tsai ,  Yao-Yang Tsai ,  Cheng-Chieh Wu ,  Shuo-Peng Liang

IPC: G06T17/10 ,  G06K9/62 ,  G06N3/08 ,  G06F30/00

Abstract: A machining parameter automatic generation system includes a geometric data capturing module, a feature recognition learning network and a machining parameter learning network. The geometric data capturing module captures a geometric shape of a workpiece to generate a candidate feature list. The feature recognition learning network trains the candidate feature list according to a first neural network model to obtain an applicable feature list. The machining parameter learning network trains the applicable feature list and the candidate machining parameter according to a second neural network model to obtain an applicable machining parameter. The applicable machining parameter is used to generate a machining program, and the machining program is read by a machine tool for processing.