基于数字孪生动态数据采集系统的变电站建设场地监控模型

Substation construction site monitoring model based on digital twin dynamic data acquisition system

  • 摘要: 为解决中低压变电站因建设过程中突发故障产生的安全隐患问题,提出基于数字孪生动态数据采集系统的变电站建设场地监控模型。该模型通过实时融合建筑信息模型(Building Information Modeling, BIM)的三维几何信息和动态数据采集系统(Supervisory Control And Data Acquisition, SCADA)的运行数据,构建了具备双向数据交互的数字孪生系统,突破了传统静态BIM无法动态反映设备状态的局限,实现了建设场地的安全监测、预测性维护及多参数协同分析。对某20kV变电站基建场地的试验结果表明,该系统成功实现了对施工安全设备的实时监测,对电力施工违规操作的检测准确度为0.964;实现模型数字孪生,具备双向数据通信机制,模型与物理实体之间可实时联动,支持系统反馈控制与闭环调节。该模型有效提升了变电站施工的安全性,为智能化管理提供了创新解决方案,也为行业向数字化、动态化转型奠定了技术基础。

     

    Abstract: To address safety hazards caused by sudden faults during the construction of medium-voltage to low-voltage substations, this paper proposes a substation construction site monitoring model based on a digital twin dynamic data acquisition system. The model integrates real-time three-dimensional geometric information from Building Information Modeling (BIM) with operational data from the Supervisory Control And Data Acquisition (SCADA) system to build a digital twin system featuring bidirectional data interaction. This approach overcomes the limitation of traditional static BIM models that cannot dynamically reflect equipment status, enabling safety monitoring, predictive maintenance, and multi-parameter collaborative analysis on the construction site. Experimental results from a 20kV substation construction site demonstrate that the system successfully achieves real-time monitoring of construction safety equipment, with a detection accuracy of 0.964 for power construction violations. The model realizes digital twin implementation with a bidirectional data communication mechanism, enabling real-time linkage between the model and physical entities to support system feedback control and closed-loop regulation. This model effectively improves construction safety of substations, provides innovative solutions for intelligent management, and lays a technical foundation for the industry's transition toward digitalization and dynamic

     

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