公开(公告)号：US10970634B2

公开(公告)日：2021-04-06

申请号：US15347887

申请日：2016-11-10

Applicant: GENERAL ELECTRIC COMPANY

Inventor： Steven Matt Gustafson ,  Kareem Sherif Aggour ,  Paul Edward Cuddihy ,  Alfredo Gabaldon Royval ,  Justin Despenza McHugh ,  Luis Babaji Ng Tari

IPC: G06N5/02 ,  G06N20/00 ,  G06Q10/04

Abstract: Some embodiments are directed to systems for authoring predictive models. An embodiment includes a computer system implementing a development environment for generating predictive models. The predictive model authoring tool is configured to perform a modeling operation based on one or more user inputs provided to interface controls of the predictive model authoring tool, determine a modeling context for the modeling operation, log the one or more user inputs, generate a predictive model based on one or more model parameters defined during the modeling operation, link the predictive model to an asset, such that one or more sets of data received from the asset are provided to the predictive model during execution of the predictive model, cause the predictive model to be executed such that the predictive model receives data from the asset, and provide the modeling context, the one or more user inputs, and the one or more model parameters.

公开(公告)号：US20160078128A1

公开(公告)日：2016-03-17

申请号：US14485155

申请日：2014-09-12

Applicant: General Electric Company

Inventor： Justin McHugh ,  Paul Edward Cuddihy ,  Christina Ann Leber ,  Ravi Kiran Reddy Palla

IPC: G06F17/30 ,  G06F17/27

CPC classification number: G06F17/2705 ,  G06F17/2785

Abstract: Systems and methods for querying time series data using a semantically-informed search. The method including receiving from a client computer a data request for time series data records stored in a time series database, parsing the data request by accessing one or more ontologies in a semantic data store to determine a set of values pertinent to the received request, applying the determined set of values to a model representing a relationship applicable to the time series data, assembling a query compatible to a format implemented in the time series database, and querying the time series database with the assembled query. The received data request describes requested data in terms of one or more available models, the available models representing relationships applicable to the time series data, and the parsing step includes implementing sematic technology to access the ontologies. A system for implementing the method and a non-transitory computer-readable medium are also disclosed.

Abstract translation: 使用语义搜索来查询时间序列数据的系统和方法。 该方法包括从客户计算机接收存储在时间序列数据库中的时间序列数据记录的数据请求，通过访问语义数据存储中的一个或多个本体来解析数据请求，以确定与接收到的请求相关的一组值， 将确定的值集合应用于表示适用于时间序列数据的关系的模型，组合与时间序列数据库中实现的格式兼容的查询，以及使用组合查询来查询时间序列数据库。 所接收的数据请求根据一个或多个可用模型描述所请求的数据，所述可用模型表示适用于时间序列数据的关系，并且解析步骤包括实现访问本体的语义技术。 还公开了一种用于实现该方法的系统和一种非暂时计算机可读介质。

公开(公告)号：US20140361885A1

公开(公告)日：2014-12-11

申请号：US13911608

申请日：2013-06-06

Applicant: General Electric Company

Inventor： Thomas Giles Szudajski ,  Paul Edward Cuddihy ,  Gopi Subramanian

IPC: G08B29/18

CPC classification number: G08B29/18 ,  G05B23/0272 ,  H04L41/0609 ,  H04L41/0883

Abstract: Certain embodiments of the disclosure may include systems and methods for process alarm reduction. According to an example embodiment of the disclosure, a method is provided for process alarm reduction. The method can include generating at least one alarm event modality based at least in part on the received alarm information or alarm events; filtering the received alarm information or alarm events using the at least one alarm event modality; and prioritizing at least a portion of the filtered alarm information or alarm events.

Abstract translation: 本公开的某些实施例可以包括用于进程报警降低的系统和方法。 根据本公开的示例性实施例，提供了一种用于进程报警降低的方法。 该方法可以包括至少部分地基于所接收的报警信息或报警事件来产生至少一个报警事件模态; 使用所述至少一个报警事件模式来过滤所接收的报警信息或报警事件; 以及优先考虑过滤的报警信息或报警事件的至少一部分。

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：US20160224569A1

公开(公告)日：2016-08-04

申请号：US14613075

申请日：2015-02-03

Applicant: General Electric Company

Inventor： Paul Edward Cuddihy ,  Ravi Kiran Reddy Palla ,  Justin DeSpenza McHugh

IPC: G06F17/30 ,  G06F3/0482 ,  G06F3/0484 ,  G06F17/24 ,  G06F17/22

CPC classification number: G06F16/3322 ,  G06F3/0482 ,  G06F16/22 ,  G06F16/2443 ,  G06F16/28 ,  G06F16/3331 ,  G06F16/335 ,  G06F17/2247 ,  G06F17/243

Abstract: A method includes storing a database search query for searching a semantic database. The database search query includes references to a plurality of data classes. The data classes correspond to data stored in the semantic database. The database search query includes a plurality of filter values and a plurality of return values. Relationship data is stored in association with the stored database search query. The relationship data indicates relationships among data classes included in the plurality of data classes. A data entry form is automatically generated. The data entry form includes a respective data entry mechanism that corresponds to each filter value included in the database search query. The data entry form also includes a respective data display column that corresponds to each return variable. A respective set of permissible input values is automatically generated for each of the data entry mechanisms.

Abstract translation: 一种方法包括存储用于搜索语义数据库的数据库搜索查询。 数据库搜索查询包括对多个数据类的引用。 数据类对应于存储在语义数据库中的数据。 数据库搜索查询包括多个过滤器值和多个返回值。 关系数据与存储的数据库搜索查询相关联地存储。 关系数据表示包括在多个数据类中的数据类之间的关系。 自动生成数据输入表单。 数据输入表格包括对应于包括在数据库搜索查询中的每个过滤器值的相应数据输入机制。 数据输入表单还包括对应于每个返回变量的相应数据显示列。 为每个数据输入机制自动生成相应的一组允许的输入值。

公开(公告)号：US20160078695A1

公开(公告)日：2016-03-17

申请号：US14953250

申请日：2015-11-27

Applicant: General Electric Company

Inventor： Shawn Arthur McClintic ,  Nicholas E. Roddy ,  David Richard Gibson ,  Glenn Robert Shaffer ,  Louis Andrew Schick ,  Michael James Pierro ,  William Roy Schneider ,  Kimberley M. Mangino ,  Gregory James Hampson ,  Paul Edward Cuddihy ,  Gregory John Fera ,  Richard Gerald Bliley ,  Luis Ivan Meneses ,  James E. Schlabach

IPC: G07C5/08

CPC classification number: G07C5/0816 ,  G06Q10/06 ,  G06Q10/20 ,  G07C5/008

Abstract: Systems and methods described herein relate to indicating a repair to perform on an asset based on historic data related to a repair on the asset and/or sensor data associated with the asset. An evaluate component aggregates information related an asset such as a repair performed or data from a sensor. A repair evaluation component indicates a repair to perform on the asset based on at least one of the data from the sensor or the information related to the asset. By utilizing asset-specific information and historical data, repair schedules for assets can be more accurate and thereby reducing untimely repairs.

Abstract translation: 本文所述的系统和方法涉及基于与资产相关联的修复和/或与资产相关联的传感器数据的历史数据来指示对资产执行的修复。 评估组件聚合与资产相关的信息，例如执行的修复或来自传感器的数据。 修复评估组件指示基于来自传感器的数据或与资产相关的信息中的至少一个的对资产执行的修复。 通过利用资产特定的信息和历史数据，资产的维修计划可以更准确，从而减少不合时宜的维修。

公开(公告)号：US20170185485A1

公开(公告)日：2017-06-29

申请号：US14982901

申请日：2015-12-29

Applicant: General Electric Company

Inventor： Paul Edward Cuddihy ,  Gerald Bowden Wise

IPC: G06F11/14 ,  G06F11/30 ,  G06N7/00 ,  G06F11/34

CPC classification number: G06Q10/20 ,  G06F11/008

Abstract: A system and method include receiving data elements associated with optimizing a work scope associated with a repair to a first component of a plurality of components of a piece of equipment associated with a system; assigning each component to a group; creating at least one sub-group for each group, wherein each sub-group is a first level sub-group; and recursively generating at least one additional sub-group for each sub-group until a recursion stop point is achieved, wherein each additional sub-group is a second level sub-group and without calculating a life-cycle cost for a path from the group to a last sub-group generated at the recursion stop point. Numerous other aspects are provided.

公开(公告)号：US11216477B2

公开(公告)日：2022-01-04

申请号：US16748044

申请日：2020-01-21

Applicant: General Electric Company

Inventor： Paul Edward Cuddihy ,  Jenny Marie Weisenberg Williams ,  Kareem Sherif Aggour ,  Vijay S Kumar ,  Varish Mulwad

IPC: G06F16/30 ,  G06F16/2458 ,  G06F16/242 ,  G06F16/2453 ,  G06F16/955 ,  G06F16/22

Abstract: According to some embodiments, a system, method and non-transitory computer-readable medium are provided comprising receiving a node group at an integration module, wherein the node group includes one or more requests for internal data and external data, wherein internal data is data stored in an internal datastore and external data is data stored outside of the internal data store; identifying in a configuration data, one or more meta-data nodes from the node group, wherein each meta-data node indicates a request for external data; retrieving the internal data via execution of an internal data query; determining an order of execution for the one or more meta-data nodes; executing a first meta-data node based on the determined order to generate a first result; ingesting the first result into a semantic datastore; and executing a query to generate a final result, wherein the query includes the retrieved internal data and the ingested first result. Numerous other aspects are provided.

公开(公告)号：US20180129941A1

公开(公告)日：2018-05-10

申请号：US15347887

申请日：2016-11-10

Applicant: GENERAL ELECTRIC COMPANY

Inventor： Steven Matt Gustafson ,  Kareem Sherif Aggour ,  Paul Edward Cuddihy ,  Alfredo Gabaldon Royval ,  Justin DeSpenza McHugh ,  Luis Babaji Ng Tari

IPC: G06N5/02 ,  G06F17/30

CPC classification number: G06N5/02 ,  G06F16/90335 ,  G06Q10/04

Abstract: Some embodiments are directed to systems for authoring predictive models. An embodiment includes a computer system implementing a development environment for generating predictive models. The predictive model authoring tool is configured to perform a modeling operation based on one or more user inputs provided to interface controls of the predictive model authoring tool, determine a modeling context for the modeling operation, log the one or more user inputs, generate a predictive model based on one or more model parameters defined during the modeling operation, link the predictive model to an asset, such that one or more sets of data received from the asset are provided to the predictive model during execution of the predictive model, cause the predictive model to be executed such that the predictive model receives data from the asset, and provide the modeling context, the one or more user inputs, and the one or more model parameters.

公开(公告)号：US20160170999A1

公开(公告)日：2016-06-16

申请号：US14572225

申请日：2014-12-16

Applicant: General Electric Company

Inventor： Paul Edward Cuddihy ,  Justin De Spenza McHugh ,  Ravi Kiran Reddy Palla

IPC: G06F17/30 ,  G06F3/0484 ,  G06F3/0482

CPC classification number: G06F17/3056 ,  G06F17/30392 ,  G06F17/30477 ,  G06F17/30554

Abstract: A method in a computer system includes displaying a user interface screen to aid in generating search queries for a semantic database. The user may select two or more data classes from a displayed class hierarchy. Analysis of the semantic database may lead to generating and displaying one or more paths via class relationships between selected data classes. The user may interact with a displayed path of class relationships to provide input to the system, and from that input the system may automatically generate a search query.

Abstract translation: 计算机系统中的方法包括显示用户界面屏幕以帮助生成语义数据库的搜索查询。 用户可以从显示的类层次中选择两个或多个数据类。 语义数据库的分析可能导致通过所选数据类之间的类关系生成和显示一个或多个路径。 用户可以与显示的类关系的路径交互以向系统提供输入，并且从该输入，系统可以自动生成搜索查询。