In an embodiment, a system for identifying and auditing railway assets includes a memory having a database storing a plurality of railway data, engines, and models; and a processor operably coupled to the memory and capable of executing machine-readable instructions to execute program steps, the program steps comprising: a data collection engine configured to collect sensor data from a sensor disposed on the vehicle to generate a spatial model of a railway environment, and a processor operatively coupled to the memory and capable of executing machine-readable instructions to execute program steps, the program steps comprising: a data collection engine configured to collect sensor data from a sensor disposed on the vehicle to generate a spatial model of the railway environment; a machine learning module configured to automatically identify railway assets, where the data collection engine instantiates the machine learning module to extract railway assets from the sensor data, and where the machine learning module is configured to compare the identified railway assets to the database, and where the machine learning module is configured to automatically identify the railway assets. To audit the presence and location of railway assets within the environment captured by the sensor.

    在一实施例中,一种用于识别和审计铁路资产的系统,包括:存储器,所述存储器具有存储多个铁路数据、引擎和模型的数据库;以及处理器,所述处理器能够操作地耦合到所述存储器并且能够执行机器可读指令以执行程序步骤,所述程序步骤包括:数据收集引擎,所述数据收集引擎被配置为从设置在车辆上的传感器收集传感器数据,以生成铁路环境的空间模型;机器学习模块,所述机器学习模块被配置为自动地识别铁路资产,其中,所述数据收集引擎实例化所述机器学习模块,以从所述传感器数据提取铁路资产,并且其中,所述机器学习模块被配置为将识别的铁路资产与所述数据库进行比较,以审计所述传感器捕获的环境内的铁路资产的存在和位置。


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    Title :

    System for identifying and auditing railway assets and system for auditing railway assets


    Additional title:

    用于识别和审计铁路资产的系统及审计铁路资产的系统



    Publication date :

    2024-08-02


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G01S RADIO DIRECTION-FINDING , Funkpeilung / B61K Andere Hilfseinrichtungen für Eisenbahnen , OTHER AUXILIARY EQUIPMENT FOR RAILWAYS / B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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



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