METHODS AND SYSTEMS FOR NETWORK-BASED DETECTION OF COMPONENT WEAR

    公开(公告)号:US20170090458A1

    公开(公告)日:2017-03-30

    申请号:US14868856

    申请日:2015-09-29

    IPC分类号: G05B19/4065

    摘要: A monitoring system for monitoring a plurality of components is provided. The monitoring system includes a plurality of client systems. The plurality of client systems is configured to generate a plurality of component status reports. The plurality of component status reports is associated with the plurality of components. The monitoring system also includes a component wear monitoring (CWM) computer device configured to receive the plurality of component status reports from the plurality of client systems, generate component status information based on a plurality of component status reports, aggregate the component status information to identify a plurality of images associated with a first component, and compare the plurality of images associated with the first component. The plurality of images represents the first component at different points in time. The CWM computer device is also configured to determine a state of the first component based on the comparison.

    SYSTEM AND METHOD FOR WORK PIECE INSPECTION
    47.
    发明申请

    公开(公告)号:US20200175669A1

    公开(公告)日:2020-06-04

    申请号:US16208668

    申请日:2018-12-04

    IPC分类号: G06T7/00

    摘要: An inspection system includes one or more imaging devices and one or more processors. The imaging devices generate a first set of images of a work piece at a first position relative to the work piece and a second set of images of the work piece at a second position relative to the work piece. At least some of the images in the first and second sets are acquired using different light settings. The processors analyze the first set of images to generate a first prediction image associated with the first position, and analyze the second set of images to generate a second prediction image associated with the second position. The first and second prediction images include respective candidate regions. The processors merge the first and second prediction images to detect at least one predicted defect in the work piece depicted in at least one of the candidate regions.

    Neural network systems
    48.
    发明授权

    公开(公告)号:US10592725B2

    公开(公告)日:2020-03-17

    申请号:US15493765

    申请日:2017-04-21

    摘要: Systems and methods are provided relating to artificial neural networks are provided. The systems and methods obtain a teacher network that includes artificial neural layers configured to automatically identify one or more objects in an image examined by the artificial neural layers, receive a set of task images at the teacher network, examine the set of task images with the teacher network, identify a subset of the artificial neural layers that are utilized during examination of the set of task images with the teacher network, and define a student network based on the set of task images. The student network is configured to automatically identify one or more objects in an image examined by the subset.

    Neural network training image generation system

    公开(公告)号:US10262236B2

    公开(公告)日:2019-04-16

    申请号:US15584129

    申请日:2017-05-02

    摘要: A system that generates training images for neural networks includes one or more processors configured to receive input representing one or more selected areas in an image mask. The one or more processors are configured to form a labeled masked image by combining the image mask with an unlabeled image of equipment. The one or more processors also are configured to train an artificial neural network using the labeled masked image to one or more of automatically identify equipment damage appearing in one or more actual images of equipment and/or generate one or more training images for training another artificial neural network to automatically identify the equipment damage appearing in the one or more actual images of equipment.

    System and method for locating a probe within a gas turbine engine

    公开(公告)号:US10196922B2

    公开(公告)日:2019-02-05

    申请号:US14963695

    申请日:2015-12-09

    IPC分类号: F01D17/02 G01M15/14

    摘要: A method for locating probes within a gas turbine engine may generally include positioning a plurality of location transmitters relative to the engine and inserting a probe through an access port of the engine, wherein the probe includes a probe tip and a location signal receiver configured to receive location-related signals transmitted from the location transmitters. The method may also include determining a current location of the probe tip within the engine based at least in part on the location-related signals and identifying a virtual location of the probe tip within a three-dimensional model of the engine corresponding to the current location of the probe tip within the engine. Moreover, the method may include providing for display the three-dimensional model of the engine, wherein the virtual location of the probe tip is displayed as a visual indicator within the three-dimensional model.