Inventor
ETHINGTON JAMES M
US14 patents
Patents
14 patentsUS10239640B2Mar 26, 2019
Predictive aircraft maintenance systems and methods incorporating classifier ensembles
BOEING CO14 citations83
US10706361B1Jul 7, 2020
Hybrid feature selection for performance prediction of fluid control valves
BOEING CO8 citations82
US10776760B2Sep 15, 2020
Machine learning based repair forecasting
BOEING CO7 citations81
US10474789B2Nov 12, 2019
Prediction methods and systems for structural repair during heavy maintenance of aircraft
BOEING CO12 citations81
US10472096B2Nov 12, 2019
Advanced analytic methods and systems utilizing trust-weighted machine learning models
BOEING CO6 citations71
US10992697B2Apr 27, 2021
On-board networked anomaly detection (ONAD) modules
BOEING CO5 citations69
US10587635B2Mar 10, 2020
On-board networked anomaly detection (ONAD) modules
BOEING CO4 citations69
US10497185B2Dec 3, 2019
Apparatus and method for vehicle maintenance scheduling and fault monitoring
BOEING CO2 citations69
US12020216B2Jun 25, 2024
Machine learning based repair forecasting
BOEING CO0 citations59
US10891406B2Jan 12, 2021
Prediction methods and systems for structural repair during heavy maintenance of aircraft
BOEING CO1 citations59
US11270528B2Mar 8, 2022
Apparatus and method for vehicle maintenance scheduling and fault monitoring
BOEING CO1 citations58
US12134484B2Nov 5, 2024
System and method for contextually-informed fault diagnostics using structural-temporal analysis of fault propagation graphs
BOEING CO0 citations50
US12327195B2Jun 10, 2025
Automated feature generation for sensor subset selection
BOEING CO0 citations49
US11358737B2Jun 14, 2022
Methods and systems for performing aircraft maintenance
BOEING CO0 citations46