The invention discloses a rail vehicle fault early warning method and a storage medium, and the method comprises the steps: obtaining operation data of a rail vehicle, and determining first operation data corresponding to a first marshalling type and second operation data corresponding to a second marshalling type; updating the first operation data by using the first variable, updating the second operation data by using the second variable, and inputting the updated first operation data and the updated second operation data into an early warning model; the early warning model is pre-trained to identify a first variable and a second variable; and determining rail vehicle fault early warning information according to the output of the early warning model. According to the method, the variables are configured for the corresponding operation data according to the marshalling types, the accuracy and applicability of the data are improved, the early warning model can cope with rail vehicles of different marshalling types, and reusability and universality are high.

    本发明公开了一种轨道车辆故障预警方法和存储介质,所述方法包括:获得轨道车辆的运营数据,确定对应于第一编组类型的第一运营数据和对应于第二编组类型的第二运营数据;利用第一变量更新第一运营数据,以及利用第二变量更新第二运营数据,将更新后的第一运营数据和更新后的第二运营数据输入至预警模型;所述预警模型被预先训练为可以识别第一变量和第二变量;根据所述预警模型的输出,确定轨道车辆故障预警信息。该方法根据编组类型给对应的运营数据配置变量,不仅提高了数据的准确性和适用性,还使得预警模型能够应对不同编组类型的轨道车辆,重用性和通用性强。


    Access

    Download


    Export, share and cite



    Title :

    Railway vehicle fault early warning method and storage medium


    Additional title:

    轨道车辆故障预警方法和存储介质


    Contributors:
    GU XINCEN (author) / WANG LIANG (author) / YAN QIANG (author) / LIU XIAO (author)

    Publication date :

    2025-05-27


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung



    Railway vehicle early warning method and device, electronic equipment and storage medium

    CHEN MEIXIA / ZHANG JINLEI / HUA JIN et al. | European Patent Office | 2023

    Free access

    Vehicle early warning method, server, storage medium, vehicle early warning system and vehicle

    LIU JIN / JIANG FENG / PENG JUN et al. | European Patent Office | 2022

    Free access

    Vehicle fault early warning prompting method and vehicle fault early warning prompting system

    HE XINHUA / CHEN LEI / YANG YIN et al. | European Patent Office | 2020

    Free access

    Vehicle fault early warning method and device, vehicle-mounted terminal, vehicle and storage medium

    GUAN XIN / FU MENGMENG / DING CHENYANG et al. | European Patent Office | 2025

    Free access

    Vehicle early warning method, vehicle early warning system and computer readable storage medium

    CHEN RUITING / WEN JINXIONG / ZHOU ZHIGUO et al. | European Patent Office | 2023

    Free access