Machining condition adjustment device and machine learning device

    公开(公告)号:US11958135B2

    公开(公告)日:2024-04-16

    申请号:US16541154

    申请日:2019-08-15

    Inventor: Takashi Izumi

    Abstract: A machining condition adjustment device adjusts laser beam machining conditions for a laser beam machining device to carry out laser beam machining of a workpiece, produces each of state variables including machining condition data, workpiece data, and plasma generation amount data and determination data including plasma generation amount determination data, and learns adjustment action for the laser beam machining conditions with respect to an amount of plasma generated in the laser beam machining of the workpiece under prescribed laser beam machining conditions, with use of the produced state variables and the produced determination data.

    Machine learning apparatus, control device, laser machine, and machine learning method

    公开(公告)号:US11500360B2

    公开(公告)日:2022-11-15

    申请号:US16815432

    申请日:2020-03-11

    Inventor: Takashi Izumi

    Abstract: A machine learning apparatus able to obtaining an optimal shift amount of an assist gas. The machine learning apparatus comprises a state-observation section configured to observe machining condition data included in a machining program given to the laser machine, and measurement data of a dimension of dross generated at a cutting spot of the workpiece when the machining program is executed, as a state variable representing a current state of an environment in which the workpiece is cut; and a learning section configured to learn the shift amount in association with cutting quality of the workpiece, using the state variable.

    LASER MACHINE FOR CUTTING WORKPIECE
    3.
    发明申请

    公开(公告)号:US20200298337A1

    公开(公告)日:2020-09-24

    申请号:US16820120

    申请日:2020-03-16

    Abstract: A laser machine able to effectively satisfy cutting quality required on one side of a cutting spot of a workpiece. The laser machine comprising a machining head configured to emit a laser beam and an assist gas coaxially and non-coaxially; and a data table in which data of a machining condition for cutting a workpiece using the machining head, and a shift amount, by which a center axis of the assist gas is to be shifted from an optical axis of the laser beam in order to make cutting quality on both sides of a cutting line to be different during cutting the workpiece, are stored in associated with each other.

    LASER PROCESSING SYSTEM, JET OBSERVATION APPARATUS, LASER PROCESSING METHOD, AND JET OBSERVATION METHOD

    公开(公告)号:US20200061743A1

    公开(公告)日:2020-02-27

    申请号:US16539352

    申请日:2019-08-13

    Inventor: Takashi Izumi

    Abstract: A laser processing system that can effectively blow out a material of a workpiece melted by a laser beam by effectively utilizing an assist gas emitted from a nozzle. The laser processing system comprising a nozzle including an emission opening configured to emit a jet of an assist gas along an optical axis of a laser beam, the nozzle being configured to form a maximum point of velocity of the jet at a position away from the emission opening; a measuring instrument configured to measure a sound generated by the jet impinging on an object; and a position acquisition section configured to acquire information representing the position of the maximum point based on output data of the measuring instrument.

    Laser processing head including circulation path for circulating coolant

    公开(公告)号:US10543568B2

    公开(公告)日:2020-01-28

    申请号:US15353829

    申请日:2016-11-17

    Inventor: Takashi Izumi

    Abstract: A laser processing head able to prevent leakage of a coolant out of a flow path or a coolant supply pipe. The laser processing head includes a closed-circulation path that circulates the coolant for removing the heat generated in the laser processing head due to a laser beam propagating in the laser processing head, and a coolant circulation device that allows the coolant to flow in the circulation path and circulates the coolant in the circulation path.

    Laser processing system, and laser processing method

    公开(公告)号:US11602803B2

    公开(公告)日:2023-03-14

    申请号:US16541669

    申请日:2019-08-15

    Inventor: Takashi Izumi

    Abstract: A laser processing system capable of reliably determining an abnormality in a jet during laser process. The laser processing system comprises a nozzle including an emission opening configured to emit a jet of an assist gas along an optical axis of a laser beam, the nozzle being configured to form a maximum point of velocity of the jet at a position away from the emission opening; a measuring instrument configured to measure any of the velocity of the jet and a sound generated by the jet impinging on a workpiece; and an abnormality determination section configured to determine whether or not output data of the measuring instrument is different from reference data.

    Laser processing system, jet observation apparatus , laser processing method, and jet observation method

    公开(公告)号:US11577340B2

    公开(公告)日:2023-02-14

    申请号:US16540525

    申请日:2019-08-14

    Inventor: Takashi Izumi

    Abstract: A laser processing system that can effectively blow out a material of a workpiece melted by a laser beam by effectively utilizing an assist gas emitted from a nozzle. The laser processing system comprises a nozzle including an emission opening configured to emit a jet of an assist gas along an optical axis of a laser beam, the nozzle being configured to forming a maximum point of velocity of the jet at a position away from the emission opening; a measuring instrument configured to measure the velocity of the jet; and a position acquisition section configured to acquire information representing a position of the maximum point based on output data of the measuring instrument.

    Machining condition adjustment device and machine learning device

    公开(公告)号:US11318565B2

    公开(公告)日:2022-05-03

    申请号:US16541157

    申请日:2019-08-15

    Inventor: Takashi Izumi

    Abstract: A machining condition adjustment device adjusts settings of an ionizer so as to neutralize a charge carried by plasma generated during laser beam machining of a workpiece by a laser beam machining device, calculates an amount of charge per unit time that is to be radiated from the ionizer, based on the amount of charge carried by the plasma generated during the laser beam machining, and sets the ionizer to radiate the calculated amount of charge per unit time.

    Laser machining head having function of rectifying assist gas

    公开(公告)号:US10814424B2

    公开(公告)日:2020-10-27

    申请号:US16263566

    申请日:2019-01-31

    Inventor: Takashi Izumi

    Abstract: A laser machining head has a function of rectifying an assist gas and includes a protection window, a nozzle configured to blow the assist gas over a workpiece, a chamber defining a space between the protection window and the nozzle, an inflow port disposed in a chamber and configured to allow the assist gas to flow in, and a flow dividing projection disposed at a position opposing to the inflow port and configured to divide the assist gas from the inflow port into a first flow and a second flow flowing along a circumferential direction around an optical axis of a laser beam.

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