The invention discloses a metro comprehensive monitoring system based on multi-source heterogeneous data. The metro comprehensive monitoring system mainly comprises acquisition and heterogeneity of electrical data, neural network passenger flow prediction, dynamic adjustment of a working diagram according to passenger flow and overall design of an urban rail transit Web server. According to the subway comprehensive monitoring system, cloud platform deployment is achieved based on a micro-service framework, various services, including UI interactive interfaces, intelligent algorithms and the like, needed by subway operation are managed, analyzed and heterogeneous in a unified mode with data as the center, the whole server is deployed on a cloud platform, and cost reduction, resource optimization and data sharing are achieved. The overall architecture of the whole platform runs through the aspects of data acquisition, receiving, processing and analysis, intelligent algorithm design, simulation model construction, man-machine application interaction and the like. The designed subway comprehensive monitoring platform explains the function and the relation of each part in detail in the form of data stream, so that the platform has expansibility and reliability, and has important practical application significance.

    本发明公开了一种基于多源异构数据的地铁综合监控系统,主要包括电气数据的采集和异构、神经网络客流预测、根据客流动态调整运行图以及城轨交通Web服务器的总体设计。地铁综合监控系统是基于微服务框架实现云平台部署,以数据为中心,统一管理、分析和异构,设计地铁运营所需的各种服务,包括UI交互界面、智能算法等,并将整个服务器部署在云平台上,实现降低成本、优化资源、数据共享。整个平台的总体架构贯穿了数据的采集接收和处理分析、智能算法设计、仿真模型构建和人机应用交互等各个方面。设计的地铁综合监控平台以数据流的形式,详细说明了每个部分的功能和联系使其具有扩展性、可靠性,具有重要实际应用意义。


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    Titel :

    Subway comprehensive monitoring system based on multi-source heterogeneous data


    Weitere Titelangaben:

    一种基于多源异构数据的地铁综合监控系统


    Beteiligte:
    HU WENBIN (Autor:in) / QIAN CHENG (Autor:in)

    Erscheinungsdatum :

    04.06.2024


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / 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 / H02J CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER , Schaltungsanordnungen oder Systeme für die Abgabe oder Verteilung elektrischer Leistung / H04L TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION , Übertragung digitaler Information, z.B. Telegrafieverkehr



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