Patent ID: 11958632
Assignee: THE BOEING COMPANY
Field: Control (Instruments)
Classification: CPC B  G | IPC B  G

Claim 0:
1. A data processing system for generating predictive maintenance models, comprising:
one or more processors;
a memory including one or more digital storage devices; and
a plurality of instructions stored in the memory and executable by the one or more processors to:
receive a historical dataset relating to each system of a plurality of systems, the historical dataset including maintenance data and operational data,
evaluate the importance of each of a plurality of operational data features in predicting each of a plurality of maintenance events of the maintenance data, using a supervised machine learning classification model,
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,
generate a predictive maintenance model, using the selected one or more operational data features according to a machine learning method.