Systems, methods and apparatus of predictive maintenance of automotive powertrain. For example, a vehicle has: a powertrain; sensors configured on the powertrain to measure operating parameters of the powertrain; an artificial neural network configured to analyze the operating parameters of the powertrain as a function of time to generate a result; and at least one processor configured to generate a suggestion for a maintenance service of the powertrain based on the result from the artificial neural network analyzing the operating parameters of the powertrain. For example, the sensors can measure a force or torque transmitted through the powertrain, a deformation caused by the force or torque, and/or an acceleration or temperature of a portion of the powertrain, etc.
PREDICTIVE MAINTENANCE OF AUTOMOTIVE POWERTRAIN
2021-02-18
Patent
Elektronische Ressource
Englisch
IPC: | G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte / 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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
Worldwide automotive powertrain directions
Kraftfahrwesen | 1981
|Worldwide Automotive Powertrain Directions
SAE Technical Papers | 1981
|