计算机集成制造系统 ›› 2023, Vol. 29 ›› Issue (6): 1867-1881.DOI: 10.13196/j.cims.2023.06.007

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净水厂数字孪生模型构建方法研究与实践

周圣文1,郭顺生1,2,杜百岗1,2+,王磊1,2,郭钧1,2,李益兵1,2,彭兆1,2,于磊3   

  1. 1.武汉理工大学机电工程学院
    2.武汉理工大学数字制造湖北省重点实验室
    3.沈阳尚源智慧科技有限公司
  • 出版日期:2023-06-30 发布日期:2023-07-10
  • 基金资助:
    国家自然科学基金资助项目(51705386)。

Digital twin model construction method of water treatment plant

ZHOU Shengwen1,GUO Shunsheng1,2,DU Baigang1,2+,WANG Lei1,2,GUO Jun1,2,LI Yibing1,2,PENG Zhao1,2,YU Lei3   

  1. 1.School of Mechanical and Electronic Engineering,Wuhan University of Technology
    2.Hubei Digital Manufacturing Key Laboratory,Wuhan University of Technology
    3.Shangyuan Smart (Shenyang) Technology Co.,Ltd.
  • Online:2023-06-30 Published:2023-07-10
  • Supported by:
    Project supported by the National Natural Science Foundation,China (No.51705386).

摘要: 为解决净水厂数字孪生模型构建问题,基于数字孪生五维模型,结合净水厂全流程工艺要求提出全要素数字孪生模型构建方法。通过净水厂多层次多尺度数字孪生几何模型,对净水厂全要素及其关系进行数字化呈现;通过标识解析、数据采集、语义描述和有限状态机行为搭建净水厂数字孪生信息模型,实现物理世界与数字空间的虚实映射和数字化表达;通过“机理+智能”混合驱动搭建净水厂数字孪生决策模型,对净水厂的运行机理和规律进行刻画。基于所提理论和方法设计开发了数字孪生净水厂运维管控一体化平台,为构建净水厂数字孪生模型提供了参考。

关键词: 净水厂, 数字孪生, 几何模型, 信息模型, 决策模型

Abstract: To establish the digital twin model of water treatment plant,a digital twin model construction method was proposed based on five-dimension digital twin model with considering the whole water treatment process.In the proposed construction method,the multi-level digital twin geometric model was carried out to digitally present the whole elements of water treatment plant and their relationships.The digital twin information model was established with these technologies of device identifier resolution,data collection,semantic description and finite state machine,so as to ensure the mapping and digital representation between physical world and digital space.The digital twin decision-making model was built with mechanism and intelligent model-driven hybrid frame work to describe the operation mechanism and law in water treatment plant.The integrated platform was developed,which verified the effectiveness of the proposed method,and provided an effective reference for the realization of digital twin modeling of water treatment plant.

Key words: water treatment plant, digital twin, geometric model, information model, decision-making model

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