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1.
公开(公告)号:US20240337604A1
公开(公告)日:2024-10-10
申请号:US18745134
申请日:2024-06-17
Inventor: Toru SAKAI , Masashi YOSHIDA , Michio SAKURAI , Daichi HIGASHI
IPC: G01N21/88 , B23K31/12 , B23K37/02 , G01N33/207 , G06T1/00 , G06T7/00 , G06T7/50 , G06V10/20 , G06V10/764
CPC classification number: G01N21/8851 , B23K31/125 , B23K37/0229 , G01N33/207 , G06T1/0014 , G06T7/0006 , G06T7/50 , G06V10/255 , G06V10/764 , G01N2021/8887 , G06T2207/20081 , G06T2207/30136 , G06T2207/30164 , G06V2201/06
Abstract: An appearance inspection apparatus includes a shape measurement unit configured to measure the three-dimensional shape of a weld and a data processor configured to process shape data acquired by the shape measurement unit. The data processor includes a shape data processor configured to correct a resolution of the shape data, a learning data set generator configured to generate a plurality of learning data sets by performing data augmentation on multiple pieces of sample shape data acquired in advance, a determination model generator configured to generate a determination model using the plurality of learning data sets, and a first determination unit configured to determine whether the shape of the weld is good or bad based on the shape data having the corrected resolution and the determination model.
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公开(公告)号:US20210023655A1
公开(公告)日:2021-01-28
申请号:US17066854
申请日:2020-10-09
Inventor: Michio SAKURAI , Toru SAKAI , Kenta KUBOTA , Takashi URASHIMA , Daichi HIGASHI
IPC: B23K26/21 , B23K26/70 , B23K26/082
Abstract: Laser welding is performed while moving irradiation positions of a laser beam and a measurement beam in forward, rightward, rearward and leftward directions, and the penetration depth of a weld portion is measured during laser welding in each of the directions. Then, a direction in which a value smaller than a reference value is measured is determined to be an optical axis deviation direction, and a correction value is added to the values measured during the laser welding when the laser welding is performed in the optical axis deviation direction.
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3.
公开(公告)号:US20240337608A1
公开(公告)日:2024-10-10
申请号:US18745125
申请日:2024-06-17
Inventor: Toru SAKAI , Michio SAKURAI , Daichi HIGASHI
IPC: G01N21/95 , G01N21/88 , G01N33/207 , G06T7/00
CPC classification number: G01N21/9515 , G01N21/8851 , G01N33/207 , G06T7/0004 , G01N2201/101 , G06T2207/20081 , G06T2207/30136
Abstract: An appearance inspection apparatus includes a shape measurement unit configured to measure the three-dimensional shape of a weld and a data processor configured to process sample shape data and shape data acquired by the shape measurement unit. The data processor includes a first learning data set generator configured to generate a plurality of first learning data sets based on the sample shape data, a second learning data set generator configured to generate a plurality of second learning data sets based on the first learning data sets, a determination model generator configured to generate multiple types of determination models using the second learning data sets, and a first determination unit configured to determine whether the shape of the weld is good or bad based on the shape data and one of the determination models.
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