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    Convolutional neural network evaluation of additive manufacturing images, and additive manufacturing system based thereon
    1.
    发明授权
    Convolutional neural network evaluation of additive manufacturing images, and additive manufacturing system based thereon 有权

    公开(公告)号：US11112771B2

    公开(公告)日：2021-09-07

    申请号：US16955334

    申请日：2018-12-15

    Applicant: MOOG INC.

    Inventor： Paul Guerrier ,  George Baggs

    IPC: G05B19/4099 ,  B33Y30/00 ,  B33Y50/02 ,  B29C64/393 ,  G06N20/00

    Abstract: An additive manufacturing system uses a trained artificial intelligence module as part of a closed-loop control structure for adjusting the initial set of build parameters in-process to improve part quality. The closed-loop control structure includes a slow control loop taking into account in-process build layer images, and may include fast control loop taking into account melt pool monitoring data. The artificial intelligence module is trained using outputs from a plurality of convolutional neural networks (CNNs) tasked with evaluating build layer images captured in-process and images of finished parts captured post-process. The post process images may include two-dimensional images of sectioned finished parts and three-dimensional CAT scan images of finished parts.

    OUTER SPACE DIGITAL LOGISTICS SYSTEM
    2.
    发明申请
    OUTER SPACE DIGITAL LOGISTICS SYSTEM 有权

    公开(公告)号：US20220026877A1

    公开(公告)日：2022-01-27

    申请号：US17498109

    申请日：2021-10-11

    Applicant: Moog Inc.

    Inventor： George L. Small ,  James F. van Oss ,  James A. Regenor ,  Paul K. Guerrier ,  George Baggs ,  Jason C. Jones

    IPC: G05B19/4099 ,  B33Y50/02 ,  G06Q20/06 ,  G06Q20/40

    Abstract: A method for verifying and authenticating additive manufactured products utilizing extraterrestrial communication including generating a product geometry file, recording to a distributed transaction register stored on a server network having a plurality of node servers a first transaction reflecting the product geometry file, the first transaction having a first output associated with the first transaction and including a blockchain address, transmitting the first output between a terrestrial transceiver that is communicatively connected to the server network and an extraterrestrial transceiver that is communicatively connected to the terrestrial transceiver, and printing, with a 3D additive printer, a product that utilizes the product geometry file.

    Outer space digital logistics system
    5.
    发明授权
    Outer space digital logistics system 有权

    公开(公告)号：US11204597B2

    公开(公告)日：2021-12-21

    申请号：US15848926

    申请日：2017-12-20

    Applicant: Moog Inc.

    Inventor： George L. Small ,  James F. van Oss ,  James A. Regenor ,  Paul K. Guerrier ,  George Baggs ,  Jason C. Jones

    IPC: G06Q20/40 ,  G06Q30/02 ,  G06Q20/32 ,  G06Q20/34 ,  G06Q20/38 ,  G05B19/4099 ,  G06Q20/06 ,  B33Y50/02

    Abstract: A method for verifying and authenticating additive manufactured products utilizing extraterrestrial communication including generating a product geometry file, recording to a distributed transaction register stored on a server network having a plurality of node servers a first transaction reflecting the product geometry file, the first transaction having a first output associated with the first transaction and including a blockchain address, transmitting the first output between a terrestrial transceiver that is communicatively connected to the server network and an extraterrestrial transceiver that is communicatively connected to the terrestrial transceiver, and printing, with a 3D additive printer, a product that utilizes the product geometry file.

    Outer space digital logistics system
    6.
    发明授权
    Outer space digital logistics system 有权

    公开(公告)号：US11169503B2

    公开(公告)日：2021-11-09

    申请号：US15848926

    申请日：2017-12-20

    Applicant: Moog Inc.

    Inventor： George L. Small ,  James F. van Oss ,  James A. Regenor ,  Paul K. Guerrier ,  George Baggs ,  Jason C. Jones

    IPC: G06Q20/40 ,  G06Q30/02 ,  G06Q20/32 ,  G06Q20/34 ,  G06Q20/38 ,  G05B19/4099 ,  G06Q20/06 ,  B33Y50/02

    Abstract: A method for verifying and authenticating additive manufactured products utilizing extraterrestrial communication including generating a product geometry file, recording to a distributed transaction register stored on a server network having a plurality of node servers a first transaction reflecting the product geometry file, the first transaction having a first output associated with the first transaction and including a blockchain address, transmitting the first output between a terrestrial transceiver that is communicatively connected to the server network and an extraterrestrial transceiver that is communicatively connected to the terrestrial transceiver, and printing, with a 3D additive printer, a product that utilizes the product geometry file.

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