The invention relates to a new energy locomotive big data management system and method, and belongs to the technical field of new energy locomotives, the new energy locomotive big data management system comprises a data acquisition module, a management module, a big data analysis module and a display module; the data acquisition module is used for determining a data acquisition interface and acquiring locomotive data in real time based on the data acquisition interface; the management module is used for managing the data acquisition interface and performing classified management on the locomotive data; the big data analysis module is used for constructing a big data model based on the locomotive data, predicting the health state and the health trend of the locomotive based on the big data model, obtaining prediction data, setting an alarm threshold value, and generating an early warning signal based on the alarm threshold value and the locomotive data; the display module is used for displaying the locomotive data, the prediction data and the early warning signal, unified management of the new energy locomotive is achieved, and efficient and safe operation of the new energy locomotive is guaranteed.

    本发明涉及一种新能源机车大数据管理系统及方法,属于新能源机车技术领域,新能源机车大数据管理系统包括数据采集模块、管理模块、大数据分析模块、展示模块;数据采集模块用于确定数据采集接口,基于数据采集接口实时获取机车数据;管理模块用于对数据采集接口进行管理,并对机车数据进行分类管理;大数据分析模块用于基于机车数据构建大数据模型,基于大数据模型对机车的健康状态以及健康趋势进行预测,获得预测数据,并设定报警阈值,基于报警阈值以及机车数据生成预警信号;展示模块用于展示机车数据、预测数据以及预警信号,实现了新能源机车的统一化管理,保障了新能源机车高效、安全运行。


    Access

    Download


    Export, share and cite



    Title :

    New energy locomotive big data management system and method


    Additional title:

    一种新能源机车大数据管理系统及方法


    Contributors:
    MA YANTAO (author) / CHEN PENGFEI (author) / WU YUCHENG (author) / LIU JIANFEI (author) / ZENG JIANYONG (author)

    Publication date :

    2025-03-07


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G08B SIGNALLING OR CALLING SYSTEMS , Signalisier- oder Rufsysteme / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte



    Locomotive energy management system and method

    JIA YUTAO / SHAN SHENG / LIU LIMING et al. | European Patent Office | 2015

    Free access

    Locomotive kinetic energy management

    Lionginas LIUDVINAVIČIUS / Leonas Povilas LINGAITIS | DOAJ | 2011

    Free access

    Locomotive unit, freight locomotive and freight locomotive management method

    FAN YUNXIN / ZHOU ANDE / XIAO DIANXI et al. | European Patent Office | 2021

    Free access

    LOCOMOTIVE CONTROL SYSTEM HAVING VARIABLE ENERGY MANAGEMENT

    SEATON JAMES D | European Patent Office | 2017

    Free access

    Thermal management system for new energy pure electric locomotive and new energy pure electric locomotive

    LI CHUNXUAN / SHI CHANGQING / SUN YUZHOU | European Patent Office | 2024

    Free access