公开(公告)号：US10954919B1

公开(公告)日：2021-03-23

申请号：US16590580

申请日：2019-10-02

Applicant: General Electric Company

Inventor： Scott Charles Evans ,  Arunvenkataraman Subramanian ,  Gerald Bowden Wise ,  Frank William Ripple, Jr. ,  John Edmund LaFleche

IPC: F03D7/04 ,  G06Q50/06 ,  G06N20/10 ,  G06F11/07 ,  G05B23/02

Abstract: A method for controlling a wind turbine includes detecting a plurality of analytic outputs relating to power performance of the wind turbine from a plurality of different analytics. The method also includes analyzing the plurality of analytic outputs relating to power performance of the wind turbine. Further, the method includes generating at least one computer-based model of the power performance of the wind turbine using at least a portion of the analyzed plurality of analytic outputs. Moreover, the method includes training the computer-based model(s) of the power performance of the wind turbine using annotated analytic outputs relating to the power performance of the wind turbine. In addition, the method includes estimating a power magnitude of the wind turbine using the machine-learned computer-based model(s). As such, the method includes implementing a control action when the power magnitude of the wind turbine is outside of a selected range.

公开(公告)号：US20140324908A1

公开(公告)日：2014-10-30

申请号：US13872868

申请日：2013-04-29

Applicant: GENERAL ELECTRIC COMPANY

Inventor： Michael Evans Graham ,  Andrew Walter Crapo ,  Abha Moitra ,  Gerald Bowden Wise ,  Steven Matt Gustafson ,  Victor Manuel Perez-Zarate ,  Luis Babaji Ng Tari

IPC: G06F17/30

CPC classification number: G06F16/215

Abstract: The present disclosure relates to the use of both semantic analysis and statistical text mining to process data records, improving the completeness and accuracy of records so processed. By way of example, a data record may be iteratively processed by text mining using seeds derived from a semantic template and by validating the results based on semantic reasoning based on the semantic template.

Abstract translation: 本公开涉及使用语义分析和统计文本挖掘来处理数据记录，提高如此处理的记录的完整性和准确性。 作为示例，可以通过使用从语义模板导出的种子的文本挖掘来迭代地处理数据记录，并且基于基于语义模板的语义推理来验证结果。

公开(公告)号：US20220341393A1

公开(公告)日：2022-10-27

申请号：US17765519

申请日：2019-12-30

Applicant: General Electric Company

Inventor： Gerald Bowden Wise ,  Scott Charles Evans ,  Arunvenkataraman Subramanian ,  Kyle Raymond Barden ,  Frank William Ripple, Jr. ,  John Edmund LaFleche ,  Tapan Shah

IPC: F03D7/04 ,  F03D7/02 ,  G06F11/07 ,  G05B23/02

Abstract: A method for controlling a wind turbine includes detecting, via a controller, a plurality of analytic outputs of the wind turbine from a plurality of different analytics. The method also includes analyzing, via the controller, the plurality of analytic outputs of the wind turbine. Further, the method includes generating, via the controller, at least one computer-based model of the wind turbine using at least a portion of the analyzed plurality of analytic outputs. Moreover, the method includes training, via the controller, the at least one computer-based model of the wind turbine using annotated analytic outputs of the wind turbine. As such, the method includes checking the plurality of analytic outputs for anomalies using the at least one computer-based model. Accordingly, the method includes implementing a control action when at least one anomaly is detected.

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：US20210102525A1

公开(公告)日：2021-04-08

申请号：US16590580

申请日：2019-10-02

Applicant: General Electric Company

Inventor： Scott Charles Evans ,  Arunvenkataraman Subramanian ,  Gerald Bowden Wise ,  Frank William Ripple, JR. ,  John Edmund LaFleche

IPC: F03D7/04 ,  G06N20/10 ,  G06F11/07 ,  G06Q50/06

Abstract: A method for controlling a wind turbine includes detecting a plurality of analytic outputs relating to power performance of the wind turbine from a plurality of different analytics. The method also includes analyzing the plurality of analytic outputs relating to power performance of the wind turbine. Further, the method includes generating at least one computer-based model of the power performance of the wind turbine using at least a portion of the analyzed plurality of analytic outputs. Moreover, the method includes training the computer-based model(s) of the power performance of the wind turbine using annotated analytic outputs relating to the power performance of the wind turbine. In addition, the method includes estimating a power magnitude of the wind turbine using the machine-learned computer-based model(s). As such, the method includes implementing a control action when the power magnitude of the wind turbine is outside of a selected range.

公开(公告)号：US20140189703A1

公开(公告)日：2014-07-03

申请号：US13730450

申请日：2012-12-28

Applicant: GENERAL ELECTRIC COMPANY

Inventor： Mark Richard Gilder ,  Gerald Bowden Wise ,  Weizhong Yan ,  Umang Gopdalhai Brahmakshatriya

IPC: G06F9/50

CPC classification number: G06F9/50 ,  G06F9/5027 ,  G06F2209/5011

Abstract: A system for distributed computing includes a job scheduler module configured to identify a job request including request requirements and comprising one or more individual jobs. The system also includes a resource module configured to determine an execution set of computing resources from a pool of computing resources based on the request requirements. Each computing resource of the pool of computing resources has an application programming interface. The pool of computing resources comprises public cloud computing resources and internal computing resources. The system further includes a plurality of interface modules, where each interface module is configured to facilitate communication with the computing resources using the associated application programming interface. The system also includes an executor module configured to identify the appropriate interface module based on facilitating communication with the execution computing resource and transmit jobs for execution to the execution computing resource using the interface modules.

Abstract translation: 一种用于分布式计算的系统包括作业调度器模块，其配置为识别包括请求要求并包括一个或多个单独作业的作业请求。 该系统还包括资源模块，该资源模块被配置为基于请求要求从计算资源池确定计算资源的执行集。 计算资源池的每个计算资源都有一个应用程序编程接口。 计算资源池包括公共云计算资源和内部计算资源。 该系统还包括多个接口模块，其中每个接口模块被配置为便于使用相关联的应用编程接口与计算资源进行通信。 该系统还包括执行器模块，该执行器模块被配置为基于促进与执行计算资源的通信来识别适当的接口模块，并且使用接口模块将执行的作业发送到执行计算资源。