MAINTENANCE COMPUTING SYSTEM AND METHOD FOR AIRCRAFT WITH PREDICTIVE CLASSIFIER

MAINTENANCE COMPUTING SYSTEM AND METHOD FOR AIRCRAFT WITH PREDICTIVE CLASSIFIER

A computing system (10) includes a processor (12) and a non-volatile memory (20) storing executable instructions that, in response to execution by the processor (12), cause the processor (12) to execute an inspection classifier (22) including at least a first artificial intelligence model (22a), the...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: GEORGESON, Gary E, SWEERS, Gregory James
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A computing system (10) includes a processor (12) and a non-volatile memory (20) storing executable instructions that, in response to execution by the processor (12), cause the processor (12) to execute an inspection classifier (22) including at least a first artificial intelligence model (22a), the inspection classifier (22) being configured to receive run-time event input data (28A-C) from a plurality of data sources associated with an aircraft, the data sources including structural health monitoring sensors instrumented on the aircraft; extract features (22f) of the run-time event input data (28A-C); determine a predicted inspection classification (54A) based upon the extracted features (22f), the predicted inspection classification (54A) being one of a plurality of candidate inspection classifications (30Aa-c); and output the predicted inspection classification (54A).