公开(公告)号：US20250157339A1

公开(公告)日：2025-05-15

申请号：US18507753

申请日：2023-11-13

Applicant: General Electric Company

Inventor： Vijay Shiv Kumar ,  Kareem Sherif Aggour ,  Paul Edward Cuddihy ,  Michael Vincent Romer ,  Alfredo Gabaldon Royval ,  Sharad Dixit ,  David Carl Miller ,  Teddy Kusnadi

IPC: G08G5/00 ,  G07C5/00

Abstract: Systems, apparatus, computer-readable medium, and associated methods to manage a network of digital twins are disclosed. An example apparatus includes memory circuitry to store a plurality of snapshots, each snapshot including a plurality of digital twin models interconnected by a plurality of connections, the plurality of digital twin models including a first digital twin model of a first asset and a second digital twin model of a second asset, the plurality of connections including a first connection between the first digital twin model and the second digital twin model, the first connection representing a relationship between the first digital twin model and the second digital twin model at a specified point in time. The example apparatus includes processing circuitry to process the query to identify the first snapshot and the second snapshot, determine a correlation, and generate the result with an actionable output.

公开(公告)号：US10997187B2

公开(公告)日：2021-05-04

申请号：US16282643

申请日：2019-02-22

Applicant: General Electric Company

Inventor： Kareem Sherif Aggour ,  Paul Cuddihy ,  Vijay Shiv Kumar ,  Jenny Marie Weisenberg Williams ,  Anthony Joseph Vinciquerra

IPC: G06F16/2458 ,  G06F16/907 ,  G06F16/9038 ,  G06N20/00 ,  G06F16/25 ,  G06N5/02

Abstract: A system for querying a federated data store includes a metadata knowledge graph describing the contents and relationships among one or more underlying data stores, an interactive user interface receiving requests from a data consumer, a predefined constrainable query (‘nodegroup’) store containing predefined constrainable queries that define data subsets of interest across one or more of the underlying data repositories, a knowledge-driven querying layer generating and executing queries against the federated data store and merging responsive results, a scalable analytic execution layer receiving the search results from the federated data store and applying machine learning/artificial intelligence techniques to analyze the results, and a user interface presenting visualizations of raw or analyzed results to the consumer. A method and a non-transitory computer-readable medium are also disclosed.

公开(公告)号：US10963518B2

公开(公告)日：2021-03-30

申请号：US16282684

申请日：2019-02-22

Applicant: General Electric Company

Inventor： Kareem Sherif Aggour ,  Paul Cuddihy ,  Vijay Shiv Kumar ,  Jenny Marie Weisenberg Williams ,  Anthony Joseph Vinciquerra

IPC: G06F16/9038 ,  G06F16/2458 ,  G06F16/907 ,  G06N5/00

Abstract: A system to generate and run federated queries against a plurality of data stores storing disparate data types, the system including a user interface receiving query details from a data consumer, a metadata knowledge graph containing metadata for links and relationships of the data stores, a knowledge-driven querying layer accessing the graph and selecting predefined constrainable queries from a nodegroup store and applying the metadata links/relationships to the predefined constrainable queries to assemble subqueries, a query and analysis platform providing the subqueries to some of the data stores for execution, a scalable analytic execution layer receiving and aggregating search results from the data stores into a merged search result and/or obtaining analytic results by applying machine learning and artificial intelligence techniques to the distributed data, the user interface presenting visualizations generated from the merged search results, and/or the analytic results. A system and a non-transitory computer-readable medium are also disclosed.

公开(公告)号：US10929771B2

公开(公告)日：2021-02-23

申请号：US15351860

申请日：2016-11-15

Applicant: General Electric Company

Inventor： Helena Goldfarb ,  Kareem Sherif Aggour ,  Achalesh Pandey ,  Vijay Shiv Kumar ,  Gerald Wise

IPC: G06Q10/06 ,  G06N20/00 ,  G06Q10/04

Abstract: According to some embodiments, system and methods for building a model are provided, comprising a display; a memory storing processor-executable process steps; and a processor to execute the processor-executable process steps to cause the system to: present a user interface on a display, the user interface including one or more user-entry fields to build a model, user-entry fields is associated with a selection of big data or small data for use with the model; receive at least one data source in a user-entry field associated with the model; determine if data in the data source includes big data or small data; and in response to the determination of big data or small data in the data source, execute the model with data from the data source in a big data or small data execution environment. Numerous other aspects are provided.

公开(公告)号：US10268345B2

公开(公告)日：2019-04-23

申请号：US15354678

申请日：2016-11-17

Applicant: General Electric Company

Inventor： Kareem Sherif Aggour ,  Jenny Weisenberg Williams ,  Justin DeSpenza McHugh ,  Vijay Shiv Kumar

IPC: G06F15/16 ,  G06F3/0482 ,  G06F3/0484 ,  H04L12/26 ,  H04L12/24 ,  G06Q10/10 ,  G06F17/30 ,  G06T11/20

Abstract: According to some embodiments, system and methods for representing nodes and data flows in a network are provided, comprising providing a hierarchical taxonomy for one or more concepts; providing one or more hierarchical taxonomies for one or more boundary types, wherein one or more values from each boundary type are combined to form a definition of a boundary; and associating the at least one concept and at least one boundary with a transmission of data between a first node and a second node, wherein the transmitted data is a data flow. Numerous other aspects are provided.