公开(公告)号：US20180137218A1

公开(公告)日：2018-05-17

申请号：US15349185

申请日：2016-11-11

Applicant: General Electric Company

Inventor： Arun Karthi Subramaniyan ,  Ankur Srivastava ,  You Ling ,  Natarajan Chennimalai Kumar ,  Felipe Antonio Chegury Viana ,  Mahadevan Balasubramaniam ,  Peter Eisenzopf

IPC: G06F17/50 ,  G06F17/13

CPC classification number: G06F17/5009 ,  G06F16/00 ,  G06F17/18 ,  G06F2217/16

Abstract: A system for similarity analysis-based information augmentation for a target component includes an information augmentation (IA) computer device. The IA computer device identifies a target component input variable with unavailable data. The IA computer device executes a similarity analysis function, identifying at least two test components with data for the input variable exceeding a threshold. The IA computer device generates parameter distributions for test data for each test component. The IA computer device generates model coefficients using the parameter distributions, determining a proportional mix of the parameter distributions. The IA computer device authors a predictive model configured to generate at least one predicted value for the target data for the at least one input variable for the target component by including the at least one model coefficient in the predictive model. The IA computer device generates, using the predictive model, the at least one predicted value.

公开(公告)号：US10706189B2

公开(公告)日：2020-07-07

申请号：US15445334

申请日：2017-02-28

Applicant: General Electric Company

Inventor： Liping Wang ,  Isaac Mendel Asher ,  You Ling ,  Ankur Srivastava ,  Arun Karthi Subramaniyan

IPC: G06F30/20 ,  G01M15/14 ,  G05B23/02

Abstract: A testing system computer device for dynamically updating a test plan of an apparatus includes at least one processor in communication with at least one memory device. The testing system computer device is configured to store a plurality of historical data and generate a simulation model of the apparatus based in part on the historical data. The simulation model includes a plurality of inputs and a plurality of outputs of the apparatus. The testing system computer device is also configured to determine a plurality of tests to perform on the apparatus based on the simulation model and the plurality of historical data. The testing system computer device is further configured to receive a plurality of desirability ratings from a user, rank the plurality of tests to perform based on the plurality of desirability ratings, and present the ranked plurality of tests to the user.

公开(公告)号：US20180246504A1

公开(公告)日：2018-08-30

申请号：US15445334

申请日：2017-02-28

Applicant: General Electric Company

Inventor： Liping Wang ,  Isaac Mendel Asher ,  You Ling ,  Ankur Srivastava ,  Arun Karthi Subramaniyan

IPC: G05B23/00 ,  G06F17/30 ,  G06F17/50

Abstract: A testing system computer device for dynamically updating a test plan of an apparatus includes at least one processor in communication with at least one memory device. The testing system computer device is configured to store a plurality of historical data and generate a simulation model of the apparatus based in part on the historical data. The simulation model includes a plurality of inputs and a plurality of outputs of the apparatus. The testing system computer device is also configured to determine a plurality of tests to perform on the apparatus based on the simulation model and the plurality of historical data. The testing system computer device is further configured to receive a plurality of desirability ratings from a user, rank the plurality of tests to perform based on the plurality of desirability ratings, and present the ranked plurality of tests to the user.

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.

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

IPC: G06F17/30 ,  G06N5/02

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.