A failure diagnosis method for power train components may include: establishing, by a server, a diagnosis model based on vibration big data indicative of failure of power train components; classifying and modeling, by the server, failed components among the power train components by using feature vectors extracted from the vibration big data; initiating, by a controller of a vehicle, failure diagnosis on power train components of the vehicle by an input command or setting of a driver; and diagnosing, by the controller of the vehicle, a failure of the power train components of the vehicle by comparing a feature vector corresponding to the power train vibration of the vehicle measured during the vehicle travels with the vibration big data modeled in the diagnosis model.
FAILURE DIAGNOSIS METHOD FOR POWER TRAIN COMPONENTS
FEHLERDIAGNOSEVERFAHREN FÜR ANTRIEBSSTRANGKOMPONENTEN
PROCÉDÉ DE DIAGNOSTIC DE PANNES POUR COMPOSANTS DE TRANSMISSION
2020-04-15
Patent
Electronic Resource
English
IPC: | G01M TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES , Prüfen der statischen oder dynamischen Massenverteilung rotierender Teile von Maschinen oder Konstruktionen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / F02B INTERNAL-COMBUSTION PISTON ENGINES , Brennkraftmaschinen mit innerer Verbrennung mit Verdrängerwirkung / F02D CONTROLLING COMBUSTION ENGINES , Steuern oder Regeln von Brennkraftmaschinen / G05B Steuer- oder Regelsysteme allgemein , CONTROL OR REGULATING SYSTEMS IN GENERAL / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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