Invention Grant
- Patent Title: Apparatus and method for model adaptation
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Application No.: US14916430Application Date: 2013-09-06
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Publication No.: US10295965B2Publication Date: 2019-05-21
- Inventor: Devang Jagdish Gandhi , James Paul Herzog
- Applicant: GE Intelligent Platforms, Inc.
- Applicant Address: US VA Charlottesville
- Assignee: GE INTELLIGENT PLATFORMS, INC
- Current Assignee: GE INTELLIGENT PLATFORMS, INC
- Current Assignee Address: US VA Charlottesville
- Agency: GE Global Patent Operation
- Agent Scott R. Stanley
- International Application: PCT/US2013/058418 WO 20130906
- International Announcement: WO2015/034512 WO 20150312
- Main IPC: G05B13/02
- IPC: G05B13/02 ; G05B13/04 ; G05B23/02

Abstract:
A vector of actual sensor values is received. A maturity of a model is determined and the maturity is defined for sensors. A function that translates model maturity to model range inhibition measure is determined. A model range inhibition (MRI) measure is determined. An MRI limit based upon the MRI measure is determined. The received vector is compared to the MRI limit and the model is selectively changed based upon the comparing. In other aspects, vectors are received having actual values of driver and response sensors. A function that provides a set of boundaries between acceptable observations and unacceptable observations is also determined. Measures of similarity between vectors are determined. The measures of similarity and the function are compared and the model is selectively changed based upon the comparing.
Public/Granted literature
- US20160195857A1 APPARATUS AND METHOD FOR MODEL ADAPTATION Public/Granted day:2016-07-07
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