Predictive maintenance model design system

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 11958632
SERIAL NO

17378674

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Abstract

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A data processing system for generating predictive maintenance models is disclosed, including one or more processors, a memory, and a plurality of instructions stored in the memory. The instructions are executable to receive a historical dataset relating to each system of a plurality of systems, the historical dataset including maintenance data and operational data. The instructions are further executable to evaluate correlation between each of a plurality of operational data features and maintenance events of the maintenance data, using a supervised machine learning classification model. The instructions are further executable to display a quantitative result of the evaluation for each operational data feature in a graphical user interface, receive a selection of one or more operational data features of the plurality of operational data features, and generate a predictive maintenance model using the selected one or more operational data features according to a machine learning method.

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Patent Owner(s)

  • THE BOEING COMPANY

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Leitch, Robert Michael Vancouver, CA 4 8
Wang, Yikan Burnaby, CA 10 9
Yu, Bingjing Richmond, CA 4 7

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