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An integrated machine learning model for aircraft components rare failure prognostics with log-based dataset

Maren David Dangut, Zakwan Skaf, Ian Jennions

2020ISA Transactions74 citationsDOIOpen Access PDF

Topics & Concepts

PrognosticsDowntimeMachine learningArtificial intelligenceComputer scienceOversamplingSupport vector machineComponent (thermodynamics)SkewRare eventsClass (philosophy)Aircraft maintenanceData miningEngineeringOperating systemStatisticsComputer networkBandwidth (computing)MathematicsTelecommunicationsPhysicsThermodynamicsAeronauticsReliability and Maintenance OptimizationMachine Fault Diagnosis TechniquesQuality and Safety in Healthcare
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