A vehicle malfunction prediction system comprises: one or a plurality of monitoring devices for acquiring functional part information indicating measurement results related to a vehicle, in which the device is installed, from functional parts in the vehicle; and a management device. The monitoring device transmits the acquired functional part information to the management device via an external network. The management device creates a learning model, based on machine learning, on the basis of a plurality of items of the functional part information received from the one or plurality of monitoring devices, and transmits the created learning model to the one or plurality of monitoring devices. The monitoring device predicts faults in the vehicle, in which the device is installed, on the basis of new functional information acquired from the functional parts in the vehicle in which the device is installed, and on the basis of the learning model received from the management device.
车辆故障预测系统具有:1个或多个监视装置,其从对自身进行搭载的车辆中的功能部取得表示与所述车辆相关的测量结果的功能部信息;以及管理装置,所述监视装置将所取得的所述功能部信息经由外部网络向所述管理装置发送,所述管理装置基于从1个或多个所述监视装置接收到的多个所述功能部信息,创建机器学习所涉及的学习模型,将创建出的所述学习模型向1个或多个所述监视装置发送,所述监视装置基于从对自身进行搭载的所述车辆中的所述功能部取得的新的所述功能部信息及从所述管理装置接收到的所述学习模型,预测对自身进行搭载的所述车辆的故障。
Vehicle malfunction prediction system, monitoring device, vehicle malfunction prediction method, and vehicle malfunction prediction program
车辆故障预测系统、监视装置、车辆故障预测方法及车辆故障预测程序
2021-06-04
Patent
Electronic Resource
Chinese
IPC: | B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / B60S SERVICING, CLEANING, REPAIRING, SUPPORTING, LIFTING, OR MANOEUVRING OF VEHICLES, NOT OTHERWISE PROVIDED FOR , Warten, Reinigen, Instandsetzen, Unterstützen, Anheben oder Rangieren von Fahrzeugen, soweit nicht anderweitig vorgesehen / G01M TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES , Prüfen der statischen oder dynamischen Massenverteilung rotierender Teile von Maschinen oder Konstruktionen |
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