Subway structure health monitoring system based on internet of things

被引:2
作者
Li, Zhao-qi [1 ]
Zhang, Jian-hua [2 ]
Dong, Jie [1 ]
机构
[1] Hebei Univ Architecture, Coll Civil Engn, Zhangjiakou 075000, Hebei, Peoples R China
[2] Harbin Engn Univ, Harbin 150001, Heilongjiang, Peoples R China
关键词
Operational metro; Structural health monitoring; Internet of things; BIM; Sensor network; Big data; Wavelet packet transform; CONSTRUCTION; MANAGEMENT; TECHNOLOGY; FRAMEWORK; MACHINE;
D O I
10.1016/j.istruc.2024.106112
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The present study advances the metro structure monitoring system, which has been hindered by technological constraints limiting the comprehensive and precise collection of vital data from shield tunnels. We introduce a metro tunnel health advisory system that leverages a compressed sensory reconstruction algorithm and wavelet transform to integrate and alert the 3D model of metro tunnels. Additionally, we propose a novel wavelet packet spectrum multi -threshold noise reduction method, based on the categorization of the wavelet packet spectrum and a threshold criterion for signal noise reduction. Our findings reveal that the threshold UL enables precise determination of the structure's damage state. Moreover, the BIM -based IoT metro health monitoring system has been effectively deployed in Wuhan Metro Line 3's monitoring project, proving the technique's capability to accurately trace the full progression of structural damage. This approach offers fresh insights for designing primary content, selecting transmission schemes, analyzing early warnings, and visualizing the health monitoring system of operational tunnels.
引用
收藏
页数:14
相关论文
共 36 条
  • [1] Structural health monitoring of underground facilities - Technological issues and challenges
    Bhalla, S
    Yang, YW
    Zhao, J
    Soh, CK
    [J]. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2005, 20 (05) : 487 - 500
  • [2] Detecting deformations in uncompacted strata by fiber Bragg grating sensors incorporated into GFRP
    Chai Jing
    Liu Jin-xuan
    Qiu Biao
    Li Yi
    Zhu Lei
    Wei Shi-ming
    Wang Zhen-ping
    Zhang Guang-wen
    Yang Jian-hua
    [J]. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2011, 26 (01) : 92 - 99
  • [3] Chung H-S, 2006, Tunn Undergr Space Technol, V21, P316, DOI [10.1016/j.tust.2005.12.032, DOI 10.1016/J.TUST.2005.12.032]
  • [4] Building Information Modeling (BIM) for transportation infrastructure - Literature review, applications, challenges, and recommendations
    Costin, Aaron
    Adibfar, Alireza
    Hu, Hanjin
    Chen, Stuart S.
    [J]. AUTOMATION IN CONSTRUCTION, 2018, 94 : 257 - 281
  • [5] Leveraging passive RFID technology for construction resource field mobility and status monitoring in a high-rise renovation project
    Costin, Aaron
    Pradhananga, Nipesh
    Teizer, Jochen
    [J]. AUTOMATION IN CONSTRUCTION, 2012, 24 : 1 - 15
  • [6] Real-time safety early warning system for cross passage construction in Yangtze Riverbed Metro Tunnel based on the internet of things
    Ding, L. Y.
    Zhou, C.
    Deng, Q. X.
    Luo, H. B.
    Ye, X. W.
    Ni, Y. Q.
    Guo, P.
    [J]. AUTOMATION IN CONSTRUCTION, 2013, 36 : 25 - 37
  • [7] Using nD technology to develop an integrated construction management system for city rail transit construction
    Ding, L. Y.
    Zhou, Y.
    Luo, H. B.
    Wu, X. G.
    [J]. AUTOMATION IN CONSTRUCTION, 2012, 21 : 64 - 73
  • [8] Advanced Ground Penetrating Radar Signal Processing Techniques
    Economou, Nikos
    Benedetto, Francesco
    Bano, Maksim
    Tzanis, Andreas
    Nyquist, Jonathan
    Sandmeier, Karl-Josef
    Cassidy, Nigel
    [J]. SIGNAL PROCESSING, 2017, 132 : 197 - 200
  • [9] Structural health monitoring data fusion for in-situ life prognosis of composite structures
    Eleftheroglou, Nick
    Zarouchas, Dimitrios
    Loutas, Theodoros
    Alderliesten, Rene
    Benedictus, Rinze
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2018, 178 : 40 - 54
  • [10] "System-of-systems" approach for interdependent critical infrastructures
    Eusgeld, Irene
    Nan, Cen
    Dietz, Sven
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2011, 96 (06) : 679 - 686