INJECTION NOZZLE, INJECTION DEVICE, AND INJECTION MOLDING MACHINE

    公开(公告)号:US20250010529A1

    公开(公告)日:2025-01-09

    申请号:US18764709

    申请日:2024-07-05

    Abstract: An injection nozzle to be attached to a tip end of a heating cylinder of an injection device includes a temperature sensor measuring a temperature in a rear end portion of the injection nozzle to be attached to the heating cylinder. The injection nozzle has a groove formed in an outer peripheral surface from a vicinity of the rear end portion toward a tip end of the injection nozzle in a longitudinal direction, and a sensor hole formed in the vicinity of the rear end portion continuously from the groove. The rear end portion temperature sensor includes a sensor device at a distal end, which is inserted into the sensor hole, and a conductive wire portion housed along the groove near the distal end and extending outwardly in a vicinity of a central portion of the injection nozzle.

    INJECTION MOLDING MACHINE, CONTROL METHOD, AND NON-TRANSITORY COMPUTER READABLE RECORDING MEDIUM

    公开(公告)号:US20240375333A1

    公开(公告)日:2024-11-14

    申请号:US18691235

    申请日:2022-06-06

    Abstract: An injection molding machine includes a screw provided in a cylinder having a nozzle at a tip so that the screw is allowed to be driven in a rotational direction and an axial direction, a drive device configured to drive the screw, and a control device configured to control an operation of the drive device, wherein the drive device has a rotatably provided ball screw shaft and a nut screwed onto the ball screw shaft and moved forward and backward in response to rotation of the ball screw shaft, and includes a ball screw configured to drive the screw in the axial direction by forward and backward movement of the nut, and the control device sequentially moves a screw position before injection and a screw position after injection in a molding process cycle so that a forward/backward movement range of the nut in the molding process cycle is dispersed.

    Screw of injection molding machine for foam molding, and injection molding machine

    公开(公告)号:US12138836B2

    公开(公告)日:2024-11-12

    申请号:US17421620

    申请日:2019-12-24

    Abstract: The interior of a heating cylinder (2) is divided into a first stage (5) and a second stage (7) due to the shape of a screw (3). A first compression zone in which a resin is compressed is formed in the first stage (5). A starvation zone (7a) in which an inert gas is injected and a second compression zone in which the resin is compressed are formed in the second stage (7). A barrier flight (13) that is obtained by combining a main flight (14) and a sub-flight (15) having a greater lead angle than the main flight is provided to a section of the screw (3), said section corresponding to the first compression zone. A multiple flight is provided to another section of the screw (3), said section corresponding to the second stage (7).

    ADJUSTMENT METHOD FOR SHUT-OFF NOZZLE, SHUT-OFF NOZZLE, INJECTION DEVICE, AND INJECTION MOLDING MACHINE

    公开(公告)号:US20240351256A1

    公开(公告)日:2024-10-24

    申请号:US18634904

    申请日:2024-04-13

    CPC classification number: B29C45/231 B29C45/74

    Abstract: An adjustment method for a shut-off nozzle provided in an injection device, the shut-off nozzle including a nozzle portion having an injection flow path and a needle hole, a needle valve movably insertable into the needle hole, a cylinder component driving the needle valve, a bracket rotatably support the cylinder component at a rear end, and a fixing device fixing the bracket to a fixing member of the injection device, the adjustment method including: releasing the fixing device to allow the bracket to slide by a predetermined width relative to the fixing member, heating the injection device and the nozzle portion, driving the cylinder component to bring the needle valve to a most forward position and adjusting a slide position of the bracket, and fastening the fixing device to fix the bracket to the fixing member.

    Dataset Creation Method, Learning Model Generation Method, Non-Transitory Computer Readable Recording Medium, and Dataset Creation Device

    公开(公告)号:US20240326306A1

    公开(公告)日:2024-10-03

    申请号:US18291483

    申请日:2022-06-01

    CPC classification number: B29C45/768 B29C45/766 B29C2945/76949

    Abstract: Physical quantity data indicating the state of a molded product produced by changing a first molding condition parameter set in a molding machine such that the quality of the molded product is degraded or the state of the molding machine is acquired, physical quantity data indicating the state of a molded product produced by changing a second molding condition parameter set in the molding machine or the state of the molding machine is acquired, the second molding condition parameter before change, the physical quantity data obtained at this time, the second molding condition parameter after change, and the physical quantity data obtained when setting the second molding condition parameter after change are stored in association with each other, and a dataset for machine learning is created by repeating the change of the first and second molding condition parameters and the acquisition of the physical quantity data.

    Reinforcement Learning Method, Non-Transitory Computer Readable Recording Medium, Reinforcement Learning Device and Molding Machine

    公开(公告)号:US20240227266A9

    公开(公告)日:2024-07-11

    申请号:US18279166

    申请日:2022-03-17

    Inventor: Takayuki Hirano

    CPC classification number: B29C45/76 B29C2945/76979

    Abstract: A reinforcement learning method of a learning machine including a first agent adjusting a manufacture condition of a manufacturing device based on observation data obtained by observing a state of the manufacturing device and a second agent having a functional model or a functional approximator representing a relationship between the observation data and the manufacture condition in a different way from the first agent, comprises: adjusting the manufacture condition searched by the first agent that is performing reinforcement learning, using the observation data and the functional model or the functional approximator of the second agent; calculating reward data in accordance with a state of a product manufactured by the manufacturing device under the manufacture condition adjusted; and performing reinforcement learning on the first agent and the second agent based on the observation data and the reward data calculated.

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