UNCERTAINTY QUANTIFICATION OR PREDICTIVE DEFECT MODEL FOR MULTI-LASER POWDER BED FUSION ADDITIVE MANUFACTURING

    公开(公告)号:US20240390983A1

    公开(公告)日:2024-11-28

    申请号:US18201787

    申请日:2023-05-25

    Abstract: A process for uncertainty quantification for a predictive defect model for multi-laser additive manufacturing of a part including executing computational fluid dynamics modeling of a gas flow in an additive manufacturing machine manufacturing chamber; assigning a spatter particle size, velocity and direction relative to a melt pool on a powder bed disposed on a build plate within the manufacturing chamber; executing computational fluid dynamics post processing for spatter particle tracking; predicting a spatter particle landing pattern; feeding the spatter particle landing pattern prediction into a defect model; producing a layer thickness map, the layer thickness map configured to demonstrate a location of locally thicker layers on the part; and predicting defect location and density to accumulate lack-of-fusion risk as a function of part placement, orientation, and scan strategy.

    OFF-AXIS LASER BEAM MEASUREMENT FOR LASER POWDER BED FUSION

    公开(公告)号:US20230347452A1

    公开(公告)日:2023-11-02

    申请号:US18305628

    申请日:2023-04-24

    Inventor: Brian A. Fisher

    CPC classification number: B23K26/705 B23K26/342 B22F10/28 B33Y10/00

    Abstract: Disclosed herein is a laser beam measurement system that includes a beam measurement device, a positioning apparatus, and a control system. The beam measurement device can include an imager and a plurality of optical elements configured to form an optical path to the imager within the beam measurement device. The positioning apparatus is configured to adjust a position of the beam measurement device relative to a build plate of a laser powder bed fusion system. The control system is configured to determine an intended measurement position to observe a laser beam profile of the laser powder bed fusion system, determine a target position of a beam measurement device to align with the intended measurement position, and command an adjustment of one or more aspects of the beam measurement device to achieve alignment of the target with the intended measurement position.

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