Machine learning based condition monitoring for gear transmission systems using data generated by optimal multibody dynamics models
Josef Koutsoupakis, Panagiotis Seventekidis, Dimitrios Giagopoulos
Topics & Concepts
Robustness (evolution)Computer scienceVibrationClassifier (UML)Mechanical systemExperimental dataArtificial intelligenceSystem identificationMultibody systemConvolutional neural networkBenchmark (surveying)Structural health monitoringCondition monitoringArtificial neural networkMachine learningPattern recognition (psychology)AlgorithmData modelingEngineeringMathematicsStructural engineeringChemistryBiochemistryPhysicsElectrical engineeringDatabaseStatisticsQuantum mechanicsGeographyGeneGeodesyGear and Bearing Dynamics AnalysisMachine Fault Diagnosis TechniquesHydraulic and Pneumatic Systems