基于数字孪生的智能运维理论体系与实现方法
作者:
作者单位:

北京工业大学

作者简介:

通讯作者:

中图分类号:

TU375.4

基金项目:

国家自然科学基金项目(面上项目,重点项目,重大项目)基于数字孪生的预应力钢结构施工安全风险智能预测与控制


Theory system and realization method of intelligent operation and maintenance based on digital twins
Author:
Affiliation:

Beijing University of Technology

Fund Project:

Intelligent prediction and control of construction safety risk of prestressed steel structures based on digital twin

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    在建筑行业转型升级的背景下,针对大型建筑运维过程管理效率低、各类运维事件决策分析精度不足、智能化程度有待提高等问题,本研究提出了基于数字孪生的智能运维理论体系与实现方法。首先总结归纳了大型建筑智能运维所需采集的信息,分析了智能运维亟待解决的问题,将智能感知技术融合于数字孪生提出了智能运维运行机理,并形成了针对大型建筑的智能运维架构体系与多维多尺度的孪生模型。在理论体系的驱动下,探索了建筑智能运维的实现方法。其中包含了智能运维全要素信息的采集与传输、智能运维孪生体的构建与运行、智能运维孪生数据的管理机制及智能运维平台的架构。在智能运维理论体系和实现方法的指导下,形成了智能运维平台,并应用于某大型建筑工程的运维管理。通过考虑运维管理过程中的虚实交互与时空演化,初步验证了数字孪生在提高运维管理的智能化程度方面的有效性。

    Abstract:

    In the context of the transformation and upgrading of the construction industry, aiming at the problems of low management efficiency of large-scale building operation and maintenance process, insufficient accuracy of decision analysis of various operation and maintenance events, and the degree of management intelligence needs to be improved, this study proposes an intelligent operation and maintenance theory system and implementation method based on digital twins. Firstly, the information required for intelligent operation and maintenance of large buildings is summarized, and the problems to be solved in intelligent operation and maintenance are analyzed. The intelligent sensing technology is integrated into digital twins to propose operation mechanism of intelligent operation and maintenance, and the intelligent operation and maintenance architecture system for large buildings and the multidimensional and multi-scale twinning model are formed. Driven by the theoretical system, the realization method of building intelligent operation and maintenance is explored. It includes the collection and transmission of all elements of intelligent operation and maintenance information, the construction and operation of intelligent operation and maintenance twins, the management mechanism of intelligent operation and maintenance twin data and the architecture of intelligent operation and maintenance platform. Under the guidance of intelligent operation and maintenance theory system and implementation method, an intelligent operation and maintenance platform is formed and applied to the operation and maintenance management of a large construction project. By considering the virtual-real interaction and spatio-temporal evolution in the process of operation and maintenance management, the effectiveness of digital twins in improving the intelligence of operation and maintenance management is preliminarily verified.

    参考文献
    相似文献
    引证文献
引用本文
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2021-12-08
  • 最后修改日期:2022-03-27
  • 录用日期:2022-04-22
  • 在线发布日期:
  • 出版日期: