高级检索

基于数字孪生的配网施工自动化管控研究

Research on Automation Control of Distribution Network Construction Based on Digital Twin

  • 摘要: 配电网施工管理面临作业环节多、风险隐患大、人工管控效率低等问题。数字孪生技术通过构建物理配网与虚拟空间的高保真映射,为施工全过程自动化管控提供创新路径。构建了涵盖物理层、数据层、模型层、应用层、交互层的五层架构体系,突破多源数据融合、三维场景建模、进度智能识别、风险动态评估、资源优化调度等关键技术。实验结果表明,系统实现施工进度识别准确率94.3%,安全预警响应时间缩短67%,人工巡检工作量降低82%,综合管理效率提升58%以上,为智能配电网建设提供有效技术支撑。

     

    Abstract: Distribution network construction management faces challenges including multiple operational stages, significant risks, and inefficient manual control. Digital twin technology provides an innovative solution for automated construction management by creating a high-fidelity mapping between physical distribution networks and virtual spaces. The system establishes a five-layer architecture encompassing physical layer, data layer, model layer, application layer, and interaction layer, achieving breakthroughs in key technologies such as multi-source data integration, 3D scenario modeling, intelligent progress tracking, dynamic risk assessment, and optimized resource scheduling. Experimental results demonstrate that the system achieves 94.3% accuracy in construction progress recognition, reduces safety alert response time by 67%, decreases manual inspection workload by 82%, and enhances overall management efficiency by over 58%, providing robust technical support for smart distribution network development.

     

/

返回文章
返回