公开(公告)号：US20190018400A1

公开(公告)日：2019-01-17

申请号：US15971574

申请日：2018-05-04

Applicant: General Electric Company

Inventor： Adam McCANN ,  Jacob BERLIER ,  Li ZHANG ,  Brandon GOOD

IPC: G05B23/02 ,  G06Q10/00 ,  G05B19/4063

Abstract: Method, and corresponding system, for producing an alert during manufacture of a part formed by a plurality of layers. The method includes determining the sensor data values at the working tool positions of each of the plurality of layers based on a correlation of the values of the sensor data relative to time and the working tool positions of each of the plurality of layers relative to time. During the manufacturing process, the sensor data values at the working tool positions of at least one of the plurality of layers are compared to reference data values at the working tool positions for the at least one layer to determine a comparison measure for the at least one layer. An alert is transmitted if the determined comparison measure of a layer is not within a defined range. A defined action is applied to the manufacturing process based on the transmitted alert.

公开(公告)号：US20200285218A1

公开(公告)日：2020-09-10

申请号：US16827264

申请日：2020-03-23

Applicant: General Electric Company

Inventor： Jacob BERLIER ,  Adam McCANN ,  Li ZHANG ,  Brandon GOOD

IPC: G05B19/4097 ,  B23K26/342 ,  B33Y50/00

Abstract: Method, and corresponding system, for receiving and adaptively compressing sensor data for an operating manufacturing machine. The method includes determining the sensor data values at the working tool positions based on a time correlation of the values of the sensor data relative to time and the working tool positions relative to time. Tool control magnitude values relative to the working tool positions are determined based on the process data. The method further includes determining a magnitude differential, relative to the working tool positions, between the sensor data values and the tool control magnitude values. Scoring data is determined by applying a scoring function to the magnitude differential. The magnitude differential data is compressed based at least in part on the scoring data. The method further includes decompressing the magnitude differential data and determining the sensor data values versus the working tool positions based on the magnitude differential data.

公开(公告)号：US20180348734A1

公开(公告)日：2018-12-06

申请号：US15608536

申请日：2017-05-30

Applicant: General Electric Company

Inventor： Jacob BERLIER ,  Adam McCANN ,  Li ZHANG ,  Brandon GOOD

IPC: G05B19/4097 ,  B23K26/342 ,  B33Y50/00

Abstract: Method, and corresponding system, for receiving and adaptively compressing sensor data for an operating manufacturing machine. The method includes determining the sensor data values at the working tool positions based on a time correlation of the values of the sensor data relative to time and the working tool positions relative to time. Tool control magnitude values relative to the working tool positions are determined based on the process data. The method further includes determining a magnitude differential, relative to the working tool positions, between the sensor data values and the tool control magnitude values. Scoring data is determined by applying a scoring function to the magnitude differential. The magnitude differential data is compressed based at least in part on the scoring data. The method further includes decompressing the magnitude differential data and determining the sensor data values versus the working tool positions based on the magnitude differential data.