The invention relates to the technical field of shipping management, and discloses a shipping company empty box management and control system, the system is composed of a data acquisition layer, a data processing layer, a machine learning layer, a decision optimization layer, an application integration layer and a user interface layer, the system can acquire and integrate multi-source data in real time through an Internet of Things equipment interface and an external data source interface, and the system is convenient to use. And a basis is provided for subsequent intelligent analysis. And by utilizing a machine learning technology, the system can accurately predict the empty box overstock condition and automatically generate a scientific allocation scheme. Meanwhile, the system also provides optimal path planning and anomaly detection and early warning functions, and ensures high efficiency and safety of empty box circulation. Through a standardized API interface and an automatic control module, the system realizes seamless integration with an existing information system of a ship company and comprehensive control of port automation equipment. The user interface layer provides an intuitive monitoring interface and rich data analysis reports, so that a ship company can make decisions and optimize conveniently.
本发明涉及船运管理技术领域,公开了一种船公司空箱管控系统,该系统由数据采集层、数据处理层、机器学习层、决策优化层、应用集成层和用户界面层组成,通过物联网设备接口和外部数据源接口,系统能够实时采集并整合多源数据,为后续的智能分析提供基础。利用机器学习技术,系统能够精准预测空箱积压情况,并自动生成科学的调配方案。同时,系统还提供了最优的路径规划和异常检测与预警功能,确保空箱流转的高效和安全。通过标准化的API接口和自动化控制模块,系统实现了与船公司现有信息系统的无缝集成和港口自动化设备的全面控制。用户界面层提供了直观的监控界面和丰富的数据分析报告,方便船公司进行决策和优化。
Empty box management and control system of ship company
一种船公司空箱管控系统
2025-01-24
Patent
Electronic Resource
Chinese
IPC: | 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 / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G16Y |
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