基于Unity3D的通信铁塔数字孪生模型构建
DOI:
CSTR:
作者:
作者单位:

中国铁塔股份有限公司甘肃省分公司

作者简介:

通讯作者:

中图分类号:

基金项目:


Digital Twin Modeling and O&M Visualization Method for Communication Towers Based on Unity3D
Author:
Affiliation:

Fund Project:

  • 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:

    针对通信铁塔在复杂环境下易出现倾斜变形与连接松动且传统巡检方式存在滞后性的问题,提出了基于Unity3D的数字孪生模型构建与运维可视化方法;采用物理层多源MEMS传感采集倾角与振动数据,数据层以边缘网关与MQTT发布订阅实现实时传输,应用层在Unity3D中建立三维数字模型并以脚本实现数据驱动同步与可视化交互,同时引入运行模态分析提取固有频率,并基于频率变化阈值实现异常告警与可视化提示;联合测试显示系统在同城公网回传条件下端到端同步延迟可控制在200 ms以内,倾角监测平均绝对误差为0.08°,基于LUMO数据集验证表明一阶固有频率标准差为0.03 Hz;系统可支持通信铁塔状态感知与预测性运维,为通信基础设施的风险预警、远程安全管理与运维决策提供支撑。

    Abstract:

    To address the lagging performance of traditional approaches for communication towers that are prone to tilt deformation and connection looseness in complex environments, a Unity3D-based method for digital twin model construction and operation and maintenance (O&M) visualization is proposed. A physical layer integrates multi-source micro-electro-mechanical systems (MEMS) sensors to collect vibration and tilt data, a data layer adopts an edge gateway and a Message Queuing Telemetry Transport (MQTT) publish-subscribe mechanism for real-time transmission, and an application layer builds a 3D model in Unity3D and implements data-driven synchronization and visual interaction through scripts. Meanwhile, operational modal analysis is introduced to extract natural frequencies, and a thresholding strategy based on frequency variation is used for anomaly alarming and visual prompts. Joint tests show that the end-to-end synchronization latency can be controlled within 200 ms under a typical same-city public network backhaul, the mean absolute error of tilt monitoring is 0.08°, and validation on the LUMO dataset indicates that the standard deviation of the estimated first-order natural frequency is 0.03 Hz. The system supports state perception and predictive O&M for communication towers, providing a basis for risk early warning, remote safety management, and O&M decision-making of communication infrastructure.

    参考文献
    相似文献
    引证文献
引用本文
分享
相关视频

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:2026-02-06
  • 最后修改日期:2026-03-19
  • 录用日期:2026-03-20
  • 在线发布日期:
  • 出版日期:
文章二维码