ESTIMATION MODEL GENERATION APPARATUS AND PROCESSING STATE ESTIMATION DEVICE

    公开(公告)号:US20230390871A1

    公开(公告)日:2023-12-07

    申请号:US18236167

    申请日:2023-08-21

    IPC分类号: B23K31/00 B23K26/00

    CPC分类号: B23K31/00 B23K26/00

    摘要: An estimation model generation device is a device that generates an estimation model for estimating a processing state of laser processing. First thermal radiation, first visible light, first reflected light, and first laser light are observed from a workpiece during laser processing by a first device, and the device includes an information acquiring section that acquires first waveform data including a first waveform and a second waveform for at least two of the first thermal radiation, the first visible light, the first reflected light, and the first laser light, an estimation model generating section that performs machine learning by using teacher data having the first waveform data as an explanatory variable and the processing state as a target variable in association with each other to generate a first estimation model for estimating the processing state by the first device, and a storage that stores the first estimation model.

    LASER IRRADIATION APPARATUS
    7.
    发明申请

    公开(公告)号:US20180236602A1

    公开(公告)日:2018-08-23

    申请号:US15962664

    申请日:2018-04-25

    申请人: GIGAPHOTON INC.

    IPC分类号: B23K26/10 G02B26/08

    摘要: A laser irradiation apparatus may include: an irradiation head section including first and second irradiation heads each configured to perform laser light irradiation on a workpiece; a laser unit section including first and second laser units configured to respectively output first laser light and second laser light; a beam delivery section provided in an optical path between the laser unit section and the irradiation head section, and configured to perform switching of optical paths between optical paths of the first laser light and the second laser light to cause the first or second laser light to enter the first or second irradiation head; a first beam property varying section provided in an optical path between the first laser unit and the irradiation head section; and a second beam property varying section provided in an optical path between the second laser unit and the irradiation head section.

    DATA GENERATING DEVICE SETTING MACHINING CONDITION SUITABLE FOR FOIL PLACED ON WORKPIECE TO BE MACHINED BY IRRADIATING LASER BEAM THEREON

    公开(公告)号:US20180178318A1

    公开(公告)日:2018-06-28

    申请号:US15895614

    申请日:2018-02-13

    发明人: Shinya YAMAUCHI

    IPC分类号: B23K26/00

    CPC分类号: B23K26/00 B41M5/24 B41M5/262

    摘要: A data generating device includes: a storage; and a controller. The storage is configured to store a plurality of sets of machining condition information in association with respective ones of a plurality of sets of foil information. Each of the plurality of sets of machining condition information specifies a machining condition on irradiation of a laser beam from a laser machining device onto a surface of a workpiece on which a metal foil is placed. Each of the plurality of sets of foil information specifies composition of the foil. The controller is configured to perform: receiving input information specifying composition of a target foil to be subjected to the irradiation of the laser beam as one set of foil information; and identifying one set of machining condition information corresponding to the one set of foil information from the plurality of sets of machining condition information stored in the storage.