- Patent Title: Quality control of a laser machining process using machine learning
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Application No.: US17906801Application Date: 2021-03-03
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Publication No.: US11651484B2Publication Date: 2023-05-16
- Inventor: Andreas Luedi , Roland Bader , Matthias Schranz , Joël Baertschi
- Applicant: BYSTRONIC LASER AG
- Applicant Address: CH Niederönz
- Assignee: BYSTRONIC LASER AG
- Current Assignee: BYSTRONIC LASER AG
- Current Assignee Address: CH Niederoenz
- Agency: Workman Nydegger
- Priority: EP 165589 2020.03.25
- International Application: PCT/EP2021/055305 2021.03.03
- International Announcement: WO2021/190889A 2021.09.30
- Date entered country: 2022-09-20
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06T7/00 ; B23K31/12 ; B23K26/03 ; B23K26/38

Abstract:
A method for process monitoring of a laser machining process for estimating a machining quality is dicloses. The method may include steps, which are carried out in real time during the machining process of providing at least one captured first signal sequence with a first feature form a machining zone, providing at least one captured second signal sequence with a second feature from the machining zone, and accessing a trained neural network with at least the recorded first and second signal sequences in order to calculate a result for estimating the machining quality.
Public/Granted literature
- US20230118061A1 QUALITY CONTROL OF A LASER MACHINING PROCESS USING MACHINE LEARNING Public/Granted day:2023-04-20
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