Provided is vehicle health calibration. A computer includes a processor and a memory, the memory including instructions to be executed by the processor to predict failures for each of a plurality of vehicle components by processing vehicle data with one or more recurrent neural networks, wherein vehicle data includes engineering test data, vehicle control data, vehicle service data, and vehicle environment data and predicting the respective failures includes determining a remaining useful life for each of the plurality of vehicle components. The instructions can include further instructions to determine a vehicle optimization strategy by optimizing remaining useful life for one or more of the plurality of vehicle components to avoid the vehicle component failure and download the vehicle optimization strategy to a vehicle.

    本公开提供“车辆健康校准”。一种计算机,包括处理器和存储器,所述存储器包括指令,所述指令由所述处理器执行以:通过用一个或多个递归神经网络处理车辆数据来预测多个车辆部件中的每一个的故障,其中车辆数据包括工程测试数据、车辆控制数据、车辆服务数据和车辆环境数据,并且其中预测相应的故障包括确定所述多个车辆部件中的每一个的剩余使用寿命。所述指令可以包括另外的指令:通过优化所述多个车辆部件中的一个或多个的剩余使用寿命以避免车辆部件故障来确定车辆优化策略,以及将所述车辆优化策略下载到车辆。


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    Title :

    VEHICLE HEALTH CALIBRATION


    Additional title:

    车辆健康校准


    Contributors:

    Publication date :

    2021-09-14


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / G01D MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE , Anzeigen oder Aufzeichnen in Verbindung mit Messen allgemein / G01M TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES , Prüfen der statischen oder dynamischen Massenverteilung rotierender Teile von Maschinen oder Konstruktionen / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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