The invention discloses a health management device for intelligent train monitoring, operation and maintenance. The device comprises a data acquisition module, a data processing module, an online state detection module, a data communication module and a data storage module. The data acquisition module is used for acquiring state data of equipment in a running state of an intelligent train in realtime; the data processing module is used for performing calculation processing of filtering, noise reduction, normalization, feature extraction and clustering analysis on the acquired state data; theon-line state detection module is used for comparing data information output by the data processing module with a detection threshold value in a pre-established model library, judging an equipment operation condition in an operation process of the intelligent train, and giving an early warning for a possible failure condition of the intelligent train in real time; the data communication module isused for being in communication connection with the intelligent train in real time; and the data storage module is used for storing and recording the running state data, a detection process and resultdata of the intelligent train. In the invention, a real-time detection capability of the intelligent train is enhanced, and support is provided for optimizing maintenance activities and reducing operation and maintenance cost.

    本发明公开一种用于智能列车监测与运维的健康管理装置,包括:数据采集模块、数据处理模块、在线状态检测模块、数据通讯模块和数据存储模块,其中,数据采集模块,用于实时采集智能列车运行状态下设备的状态数据;数据处理模块,用于将采集的状态数据进行滤波、降噪、归一化、特征提取和聚类分析的计算处理;在线状态检测模块,用于根据数据处理模块出后的数据信息与预先建立模型库中的检测阈值进行对比,判断智能列车运行过程中的设备运行状况,并实时对智能列车可能发生故障的情况做出预警;数据通讯模块,用于实时与智能列车通信连接;数据存储模块,用于将智能列车运行状态数据、检测过程与结果数据进行存储记录。本发明增强智能列车实时检测的能力,为优化维修活动,降低运维费用提供支撑。


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    Title :

    Health management device and method for intelligent train monitoring, operation and maintenance


    Additional title:

    一种用于智能列车监测与运维的健康管理装置及方法


    Contributors:
    ZUO DAYONG (author) / ZHONG HUA (author) / ZHENG XIAOFENG (author) / PENG HAIHUI (author) / SI KAI (author) / ZHANG RONGHUA (author) / XIE HAIBAO (author) / GUO XIANWEI (author)

    Publication date :

    2020-10-23


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / G06K Erkennen von Daten , RECOGNITION OF DATA / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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