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公开(公告)号：US10481874B2
公开(公告)日：2019-11-19
申请号：US15338839
申请日：2016-10-31
Applicant: General Electric Company
Inventor： Arun Karthi Subramaniyan , John Lazos , Natarajan Chennimalai Kumar , Alexandre Iankoulski , Renato Giorgiani Do Nascimento
Abstract: According to some embodiments, system, apparatus and methods are provided comprising one or more component models of an analytic model for an installed product; an application programming interface (API) wrapper associated with each of the one or more component models, the API wrapper including information about one or more inputs to the component model; and wherein the component model and the API wrapper form a self-aware component. Numerous other aspects are provided.
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公开(公告)号：US10438126B2
公开(公告)日：2019-10-08
申请号：US14986211
申请日：2015-12-31
Applicant: General Electric Company
Inventor： Arun Karthi Subramaniyan , Felipe Antonio Chegury Viana , Fabio Nonato de Paula , Natarajan Chennimalai Kumar
Abstract: A system for estimating data in large datasets for an equipment system is provided. The system includes a data estimation and forecasting (DEF) computing device. The DEF computing device arranges a dataset in a primary matrix and parses rows of the primary matrix and generates a sample matrix by selecting primary matrix rows having non-null values for each variable. The DEF computing device adds to the sample matrix rows that include non-null values for each variable except one. The DEF computing device generates normalized values for this augmented matrix, applies several techniques including probabilistic principal component analysis (PPCA) and Markov processes, and scales the augmented matrix to normalized values. The DEF computing device generates non-null values for the variable, scales the augmented matrix back to the sample matrix, and generates a forecast for the equipment system, directing a user to update logistics processes for the equipment system.
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公开(公告)号：US10394770B2
公开(公告)日：2019-08-27
申请号：US15395421
申请日：2016-12-30
Applicant: GENERAL ELECTRIC COMPANY
Inventor： Isaac Mendel Asher , Albert Rosario Cerrone , You Ling , Ankur Srivastava , Arun Karthi Subramaniyan , Felipe Viana , Liping Wang , Natarajan Chennimalai Kumar
IPC: G06F17/30 , G06F7/00 , G06F16/215 , G06N5/02
Abstract: Some aspects are directed to data reconciliation frameworks. An example framework is configured to receive core data, the system model comprising a plurality of data records associated with at least two assets, receive a system model, the system model comprising context data indicating, execute a configuration operation of a data validation process based on the system model, execute the data validation process to identify at least one inconsistent or incomplete record among the plurality of data records, determine at least one data reconciliation technique from a plurality of data reconciliation techniques based on the system model, and apply the at least one data reconciliation technique to the core data to reconcile the at least one inconsistent or incomplete record.
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公开(公告)号：US10296296B2
公开(公告)日：2019-05-21
申请号：US15338922
申请日：2016-10-31
Applicant: General Electric Company
Abstract: According to some embodiments, system, apparatus and methods are provided comprising a development environment; one or more system components configured to operate within the development environment; a graphical user interface in the development environment that enables a user to: develop at least one model using an arbitrary language, wherein development of the at least one model includes accessing the one or more system components; wherein the development environment includes program code for a platform in the arbitrary language; and an execution model configured to execute the developed model on the platform. Numerous other aspects are provided.
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公开(公告)号：US20190041280A1
公开(公告)日：2019-02-07
申请号：US15667091
申请日：2017-08-02
Applicant: GENERAL ELECTRIC COMPANY
Inventor： Arun Karthi Subramaniyan , Ananda Barua , Daniel J. Erno , Darren L. Hallman , Changjie Sun
Abstract: A component has a first structural configuration and a second structural configuration. The component includes a sensor assembly including a plurality of interconnected structural members defining a plurality of load paths. A first structural member and a second structural member define a first load path when the component is in the first structural configuration. The first structural member and a third structural member define a second load path when the component is in the second structural configuration. The second load path is configured to bypass the second structural member. The sensor assembly is configured to detect a characteristic of the component that changes when the component switches between the first structural configuration and the second structural configuration.
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Patent Agency Ranking
26.发明申请公开(公告)号：US20190030879A1
公开(公告)日：2019-01-31
申请号：US15663341
申请日：2017-07-28
Applicant: General Electric Company
Inventor： Ananda Barua , Arun Karthi Subramaniyan , Daniel Jason Erno
Abstract: A component is provided. The component includes a structure including a plurality of unit cells joined together, each unit cell of the plurality of unit cells having a mass density substantially similar to the mass density of every other unit cell of the plurality of unit cells. The plurality of unit cells includes a first portion of unit cells having a characteristic dimension and a first portion average stiffness, the characteristic dimension of the first portion of unit cells having a first value. The plurality of unit cells also includes a second portion of unit cells having the characteristic dimension and a second portion average stiffness, the characteristic dimension of the second portion of unit cells having a second value different from the first value, wherein the second portion average stiffness differs from the first portion average stiffness.
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公开(公告)号：US20190030878A1
公开(公告)日：2019-01-31
申请号：US15663220
申请日：2017-07-28
Applicant: General Electric Company
Inventor： Ananda Barua , Arun Karthi Subramaniyan , Daniel Jason Erno , Darren Lee Hallman
IPC: B33Y50/02 , G05B19/04 , B29C64/20 , B29C64/386
CPC classification number: B33Y50/02 , B22F3/1055 , B22F2003/1057 , B29C64/153 , B29C64/20 , B29C64/386 , B33Y10/00 , B33Y30/00 , B33Y50/00 , G05B19/0405 , G05B19/4099 , G05B2219/49013
Abstract: A controller for use in an additive manufacturing system including a consolidation device configured to consolidate material is provided. The controller is configured to receive a build file for a component including a plurality of build layers, wherein each build layer includes a component outer perimeter, at least one build layer generating function, at least one generating function variable, and at least one generating function constant. The controller is configured to generate at least one control signal to control a power output throughout at least one scan path of the consolidation device across the material for each build layer of the plurality of build layers, the at least one scan path generated based at least partially on the component outer perimeter, the at least one generating function, the at least one generating function variable, and the at least one generating function constant for each build layer.
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公开(公告)号：US20180189332A1
公开(公告)日：2018-07-05
申请号：US15395421
申请日：2016-12-30
Applicant: GENERAL ELECTRIC COMPANY
Inventor： Isaac Mendel Asher , Albert Rosario Cerrone , You Ling , Ankur Srivastava , Arun Karthi Subramaniyan , Felipe Viana , Liping Wang , Natarajan Chennimalai Kumar
CPC classification number: G06F16/215 , G06N5/022
Abstract: Some aspects are directed to data reconciliation frameworks. An example framework is configured to receive core data, the system model comprising a plurality of data records associated with at least two assets, receive a system model, the system model comprising context data indicating, execute a configuration operation of a data validation process based on the system model, execute the data validation process to identify at least one inconsistent or incomplete record among the plurality of data records, determine at least one data reconciliation technique from a plurality of data reconciliation techniques based on the system model, and apply the at least one data reconciliation technique to the core data to reconcile the at least one inconsistent or incomplete record.
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29.发明授权公开(公告)号：US09978114B2
公开(公告)日：2018-05-22
申请号：US14985967
申请日：2015-12-31
Applicant: General Electric Company
CPC classification number: G06T1/20 , G06T1/60 , G06T11/206
Abstract: A system for optimizing processing and display of large datasets is provided. The system includes a graphics processing and optimization (GPO) computing device. The GPO computing device is configured to store a dataset including a data point in a memory device, select the data point to display on a display device based on a first display request signal received via a user interface, and accelerate graphical processing of the dataset using optimization algorithms, wherein the GPO computing device is configured to assign a worker process to execute on the data point, The GPO computing device is also configured to convert the data point into a renderable graphics component, and generate a least-compute intensive representation of the data point, and cause the user interface to display a graphical representation of a first subset of the data including the renderable graphics component at a first display resolution.
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30.发明申请公开(公告)号：US20170193629A1
公开(公告)日：2017-07-06
申请号：US14985967
申请日：2015-12-31
Applicant: General Electric Company
CPC classification number: G06T1/20 , G06T1/60 , G06T11/206
Abstract: A system for optimizing processing and display of large datasets is provided. The system includes a graphics processing and optimization (GPO) computing device. The GPO computing device is configured to store a dataset including a data point in a memory device, select the data point to display on a display device based on a first display request signal received via a user interface, and accelerate graphical processing of the dataset using optimization algorithms, wherein the GPO computing device is configured to assign a worker process to execute on the data point, The GPO computing device is also configured to convert the data point into a renderable graphics component, and generate a least-compute intensive representation of the data point, and cause the user interface to display a graphical representation of a first subset of the data including the renderable graphics component at a first display resolution.
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