面向业务场景的水利数据模型构建方法

    Discussion on construction method for water conservancy data model oriented to business scenarios

    • 摘要: 为解决水利孪生业务场景搭建过程中数据组织缺少标准化框架、数据动态响应能力较弱等问题,基于水利数据模型现状和水利业务特征分析,提出一种面向业务场景的水利数据模型。该模型横向上按照业务领域扩展,纵向上基于业务嵌套关系从领域层逐步解耦至单元层,单元层数据模型面向单元业务场景搭建,引入维度建模理论,将单元业务场景相关要素及其相互关系转换为一个事实表和与之关联的多个维度表,在此基础上,根据水利对象流和业务流对单元数据模型进行实例化和组合,形成复杂业务场景数据模型,支撑业务场景计算流执行。该模型能完整、标准化地描述业务场景特征,通过一次建模、积木搭建的方式高效组织相关数据,可为水利孪生业务智适应流式搭建提供支撑。

       

      Abstract: To address issues such as the lack of a standardized framework for data organization and weak data dynamic response capabilities during the construction of water conservancy digital twin business scenarios, this study proposes a business scenario-oriented water data model based on an analysis of the current status of water data models and the characteristics of water conservancy businesses. In terms of architecture, the model expands horizontally according to business domains and decomposes vertically from the domain layer to the unit layer by step based on nested business relationships. Specifically, the unit-layer data model is constructed for unit business scenarios: by introducing the dimensional modeling theory, the relevant elements of unit business scenarios and their interrelationships are transformed into one fact table and multiple associated dimension tables. On this basis, the unit data models are instantiated and combined according to the water conservancy object flows and business flows, thereby forming data models for complex business scenarios,and supporting the execution of business scenario calculation flows.This proposed model can fully and standardly describe the characteristics of business scenarios. It can efficiently organize relevant data through "one-time modeling and modular assembly" and support the adaptive streaming construction of water conservancy twin services. .

       

    /

    返回文章
    返回