Invention Grant
- Patent Title: Numerical control system that detects an abnormality in an operation state
-
Application No.: US16141133Application Date: 2018-09-25
-
Publication No.: US11080610B2Publication Date: 2021-08-03
- Inventor: Kazunori Iijima , Kazuhiro Satou , Yohei Kamiya
- Applicant: Fanuc Corporation
- Applicant Address: JP Yamanashi
- Assignee: Fanuc Corporation
- Current Assignee: Fanuc Corporation
- Current Assignee Address: JP Yamanashi
- Agency: RatnerPrestia
- Priority: JPJP2017-191864 20170929
- Main IPC: G06N5/04
- IPC: G06N5/04 ; G06N20/00 ; G05B19/4063 ; G05B19/408

Abstract:
A numerical control system detects a state amount indicating an operation state of a machine tool, creates a characteristic amount that characterizes the state of a machining operation from the detected state amount, infers an evaluation value of the operation state of the machine tool from the characteristic amount, and detects an abnormality in the operation state of the machine tool on the basis of the inferred evaluation value. The numerical control system generates and updates a learning model by machine learning that uses the characteristic amount, and stores the learning model in correlation with a combination of conditions of the machining operation of the machine tool.
Public/Granted literature
- US20190101891A1 NUMERICAL CONTROL SYSTEM Public/Granted day:2019-04-04
Information query