Invention Grant
- Patent Title: Machining parameter automatic generation system
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Application No.: US16225931Application Date: 2018-12-19
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Publication No.: US10762699B2Publication Date: 2020-09-01
- Inventor: Yang-Lun Liu , Yu-Lin Tsai , Yao-Yang Tsai , Cheng-Chieh Wu , Shuo-Peng Liang
- Applicant: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
- Applicant Address: TW Hsinchu
- Assignee: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
- Current Assignee: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
- Current Assignee Address: TW Hsinchu
- Agency: Birch, Stewart, Kolasch & Birch, LLP
- Priority: com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@50b7f30e
- Main IPC: G06T17/10
- 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.
Public/Granted literature
- US20200184720A1 MACHINING PARAMETER AUTOMATIC GENERATION SYSTEM Public/Granted day:2020-06-11
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