A Discussion of Building a Smart SHM Platform for Long-Span Bridge Monitoring

被引:0
|
作者
Xie, Yilin [1 ]
Meng, Xiaolin [2 ,3 ]
Nguyen, Dinh Tung [4 ]
Xiang, Zejun [5 ]
Ye, George [6 ]
Hu, Liangliang [7 ]
机构
[1] Nanjing Hydraul Res Inst, Nanjing 210098, Peoples R China
[2] Southeast Univ, Sch Instrument Sci & Engn, Nanjing 211189, Peoples R China
[3] Imperial Coll London, Fac Engn, London SW7 2AZ, England
[4] RWDI UK Ltd, Milton Keynes MK11 3EA, England
[5] Chongqing Survey Inst, Chongqing 401121, Peoples R China
[6] UbiPOS UK Ltd, London EC2A 2BB, England
[7] Beijing Univ Technol, Fac Architecture Civil & Transportat Engn, Beijing 100021, Peoples R China
关键词
smart sensory network; cloud-computing; data strategy; digital twin; bridge monitoring; SYSTEM; FREQUENCY;
D O I
10.3390/s24103163
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper explores the development of a smart Structural Health Monitoring (SHM) platform tailored for long-span bridge monitoring, using the Forth Road Bridge (FRB) as a case study. It discusses the selection of smart sensors available for real-time monitoring, the formulation of an effective data strategy encompassing the collection, processing, management, analysis, and visualization of monitoring data sets to support decision-making, and the establishment of a cost-effective and intelligent sensor network aligned with the objectives set through comprehensive communication with asset owners. Due to the high data rates and dense sensor installations, conventional processing techniques are inadequate for fulfilling monitoring functionalities and ensuring security. Cloud-computing emerges as a widely adopted solution for processing and storing vast monitoring data sets. Drawing from the authors' experience in implementing long-span bridge monitoring systems in the UK and China, this paper compares the advantages and limitations of employing cloud- computing for long-span bridge monitoring. Furthermore, it explores strategies for developing a robust data strategy and leveraging artificial intelligence (AI) and digital twin (DT) technologies to extract relevant information or patterns regarding asset health conditions. This information is then visualized through the interaction between physical and virtual worlds, facilitating timely and informed decision-making in managing critical road transport infrastructure.
引用
收藏
页数:20
相关论文
共 50 条
  • [41] Temperature Analysis of a Long-Span Suspension Bridge Based on Field Monitoring and Numerical Simulation
    Zhou, Linren
    Xia, Yong
    Brownjohn, James M. W.
    Koo, Ki Young
    [J]. JOURNAL OF BRIDGE ENGINEERING, 2016, 21 (01)
  • [42] Monitoring of Long-span Self-anchored Arch Bridge Constructed with Rotation Method
    Hu, Juan
    Sun, Xiaoyi
    Jiao, Shengjun
    [J]. SUSTAINABLE ENVIRONMENT AND TRANSPORTATION, PTS 1-4, 2012, 178-181 : 1977 - 1982
  • [43] HEALTH MONITORING SYSTEM OF LONG-SPAN PRESTRESSED CONCRETE CABLE-STAYED BRIDGE
    Tu, Guangya
    Yan, Donghuang
    Chen, Changsong
    [J]. INTERNATIONAL SYMPOSIUM ON LIFE-CYCLE PERFORMANCE OF BRIDGES AND STRUCTURES, 2010, : 196 - 200
  • [44] The Nonuniform Node Configuration of Wireless Sensor Networks for Long-Span Bridge Health Monitoring
    Zhou, Guang-Dong
    Yi, Ting-Hua
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2013,
  • [45] Seismic Isolation Analysis on Long-span Platform Bridge Connecting Twin-tower Structures
    Sun, Huangsheng
    Cheng, Linuo
    Chen, Shihai
    [J]. ADVANCES IN CIVIL ENGINEERING, PTS 1-6, 2011, 255-260 : 1225 - 1229
  • [46] Effectiveness of Smart Dampers for Hybrid FRP Cable in Long-Span Cable-Stayed Bridge
    Wang, Xin
    Wu, Zhishen
    [J]. ADVANCES IN FRP COMPOSITES IN CIVIL ENGINEERING, 2010, : 243 - 247
  • [47] STUDY ON DESIGN OF LONG-SPAN RAILWAY SUSPENSION BRIDGE
    Yan, Da
    Lei, Junqing
    Liu, Haosu
    Chen, Jinchang
    [J]. CONSTRUCTION AND MAINTENANCE OF RAILWAY INFRASTRUCTURE IN COMPLEX ENVIRONMENT, 2014, : 565 - 570
  • [48] Wind Field Numerical Simulation of Long-Span Bridge
    Guo, Jian
    Gan, Weichang
    Jiang, Dingyu
    Sun, Bingnan
    Peng, Wei
    [J]. SUSTAINABLE CITIES DEVELOPMENT AND ENVIRONMENT PROTECTION, PTS 1-3, 2013, 361-363 : 1094 - 1100
  • [49] Nonlinear Flutter Analysis for a Long-Span Suspension Bridge
    Liu, Jieshan
    Wang, Fan
    Yang, Yang
    Liu, Renhuai
    [J]. SHOCK AND VIBRATION, 2021, 2021
  • [50] Impact coefficient analysis on long-span beam bridge
    Guo, Fei
    Cai, Heng
    Li, Huifang
    [J]. JOURNAL OF VIBROENGINEERING, 2021, 23 (02) : 436 - 448