Invention Grant
- Patent Title: System modeling, control and optimization
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Application No.: US15395388Application Date: 2016-12-30
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Publication No.: US10565522B2Publication Date: 2020-02-18
- Inventor: Stephen William Piche , Fred Francis Pickard
- Applicant: General Electric Company
- Applicant Address: US NY Schenectady
- Assignee: General Electric Company
- Current Assignee: General Electric Company
- Current Assignee Address: US NY Schenectady
- Agency: Hoffman Warnick LLC
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G05B13/02 ; G05B13/04 ; G06F17/50 ; G06N3/08 ; G06N3/04 ; G06F17/16 ; G06N7/00 ; G06F17/11

Abstract:
A method for modeling an operation of a system that may include a disturbance rejection model that is configured to generate a predicted value for a system output at a future time. The disturbance rejection model may include a neural network for mapping system inputs to the system output. The method may include the steps of: training the disturbance rejection model per a training dataset; and calculating a confidence metric for the disturbance rejection model. The confidence metric is configured to indicate a probability that a predicted sign of a gain in the system output at the future time made by the disturbance rejection model is correct.
Public/Granted literature
- US20180024509A1 SYSTEM MODELING, CONTROL AND OPTIMIZATION Public/Granted day:2018-01-25
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