基于数据仓库的智慧港口数据分层建模方案设计

Design of Hierarchical Modeling Scheme for Smart Port Data Based on Data Warehouse

在港口运营过程中,数据的收集、清洗、挖掘、分析为港口的精细化管理提供了技术支持,是建设世界一流港口的重要基础。阐述了数据仓库的技术原理和智慧港口业务数据的特点,指出了智慧港口运营过程中存在的信息孤岛问题。通过对数据进行深度挖掘与分析,研究与设计智慧港口数据仓库解决方案,并成功应用于多个上层系统,达到改善信息孤岛现状、优化管理的目标。

In the process of port operation,the collection,cleaning,mining and analysis of data provide technical support for the fine management of the port,which is an important part of realizing the world-class port.This paper introduces the technical principle of data warehouse and the characteristics of smart port business data and points out the problem of information island in the process of smart port operation.By deeply mining and analyzing data,the smart port data warehouse solution is researched and designed,and successfully applied to multiple upper layer systems to achieve the goal of improving the status quo of information islands and optimizing management.