公开(公告)号：US20190121336A1

公开(公告)日：2019-04-25

申请号：US15793590

申请日：2017-10-25

Applicant: General Electric Company

Inventor： Fuxiao XIN ,  Larry SWANSON ,  Rui XU ,  Morgan SALTER ,  Achalesh PANDEY ,  Ramu CHANDRA ,  Weizhong YAN

IPC: G05B23/02 ,  F03D80/50 ,  G06N3/02

Abstract: According to some embodiments, a system and method are provided to model a sparse data asset. The system comprises a processor and a non-transitory computer-readable medium comprising instructions that when executed by the processor perform a method to model a sparse data asset. Relevant data and operational data associated with the newly operational are received. A transfer model based on the relevant data and the received operational data. An input into the transfer model is received and a predication based on data associated with the received operational data and the relevant data is output.

公开(公告)号：US20190079996A1

公开(公告)日：2019-03-14

申请号：US15699524

申请日：2017-09-08

Applicant: General Electric Company

Inventor： Karl Lewis MOCHEL ,  Fuxiao XIN ,  Jeng-Weei LIN ,  Kareem Sherif AGGOUR ,  Alexander K. CARROLL

IPC: G06F17/30

Abstract: According to some embodiments, system and methods are provided, comprising a collaboration analytic module; a display; a memory storing processor-executable process steps; and a collaboration analytic processor coupled to the memory, and in communication with the collaboration analytic module and operative to execute the processor-executable process steps to cause the system to: initiate a collaboration session; receive input at the collaboration session, wherein the collaboration session is integrated with a source of the received input; generate a visualization based on the received input; receive selection from a user of at least one collaborator to participate in the collaboration session; present the visualization on the display, wherein the visualization is viewable by the user and at least one collaborator; receive a manipulation of the visualization; record the manipulation of the visualization; and associate the recorded manipulation with a manipulation source. Numerous other aspects are provided.

公开(公告)号：US20190086911A1

公开(公告)日：2019-03-21

申请号：US15705683

申请日：2017-09-15

Applicant: General Electric Company

Inventor： Fuxiao XIN ,  Abhinav SAXENA ,  Jianbo YANG ,  Achalesh PANDEY

IPC: G05B23/02 ,  G06K9/00 ,  G06K9/62 ,  G05B13/02

Abstract: According to some embodiments, system and methods are provided, comprising receiving, at a machine health module, non-parametric data associated with operation of an installed product; generating, via the machine health module, a health status for at least one of a failure type and a remaining useful life of the installed product, based on the received non-parametric data; and generating an operating response of the installed product based on the generated health status. Numerous other aspects are provided.