Internet of things (IoT)-based structural health monitoring of laboratory-scale civil engineering structures

被引:0
|
作者
T. Jothi Saravanan
Mayank Mishra
Abhishek Dilip Aherwar
Paulo B. Lourenço
机构
[1] Indian Institute of Technology Bhubaneswar,Assistant Professor, School of Infrastructure
[2] University of Minho,Marie Skłodowska
[3] Indian Institute of Technology Bhubaneswar,Curie Individual Fellow
[4] Department of Civil Engineering,M.Tech Student, School of Infrastructure
来源
关键词
Real-time monitoring; Internet of things; Structural health monitoring; Nondestructive testing; Intelligent sensors; Smart buildings;
D O I
暂无
中图分类号
学科分类号
摘要
Rapid advances in the Internet of Things (IoT) domain have made it a crucial technology for the real-time structural health monitoring (SHM) of civil engineering infrastructures. The availability of quick and accurate vibration data is essential for SHM, and such data can be obtained through IoT devices mounted on the structures. This study proposes a real-time damage prediction and localization approach using a low-cost "do-it-yourself" wireless sensor node with IoT capabilities for SHM. The proposed sensor node comprised a microcontroller (NODE MCU ESP8266) and a 6-axis accelerometer (MPU6050). The IoT devices track the real-time frequency of the laboratory-scale structure indirectly via measurement of acceleration-time history, and their results are compared with conventional industry-standard accelerometers. Promising results, with a <6% average difference from the conventional accelerometer (difference ranging from 1.3 to 14.3%), provided an innovative SHM for vibration-based real-time SHM using the IoT paradigm. The performance of the proposed methodology was validated numerically and experimentally on two laboratory-scale structures, and the potential of IoT technology for enhancing the efficiency of SHM was demonstrated. The proposed method thus can enable the early detection of damages in infrastructures such as buildings and bridges and thus can reduce the likelihood of accidents via continuous SHM.
引用
收藏
相关论文
共 50 条
  • [31] Health Care Monitoring System in Internet of Things (IoT) by Using RFID
    Khan, Sarfraz Fayaz
    [J]. 2017 6TH INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY AND MANAGEMENT (ICITM), 2017, : 198 - 204
  • [32] Geotechnical Engineering Slope Monitoring Based on Internet of Things
    Hou, Xiaobing
    [J]. INTERNATIONAL JOURNAL OF ONLINE ENGINEERING, 2018, 14 (06) : 165 - 176
  • [33] Anomaly Identification Algorithms for Indirect Structural Health Monitoring Using a Laboratory-Scale Railroad Track System
    Montero, Guillermo
    Yin, Jeremy
    Flanigan, Katherine A.
    Berges, Mario
    Brooks, James D.
    [J]. HEALTH MONITORING OF STRUCTURAL AND BIOLOGICAL SYSTEMS XVII, 2023, 12488
  • [34] Structural Health Monitoring in civil engineering: Status and trends
    De Roeck, G.
    Anastasopoulos, D.
    Reynders, E.
    [J]. CURRENT PERSPECTIVES AND NEW DIRECTIONS IN MECHANICS, MODELLING AND DESIGN OF STRUCTURAL SYSTEMS, 2022, : 603 - 604
  • [35] Smart structural health monitoring in civil engineering: A survey
    Devi, G. Nagamani
    Vijayalakshmi, M. M.
    [J]. MATERIALS TODAY-PROCEEDINGS, 2021, 45 : 7143 - 7146
  • [36] Structural Health Monitoring techniques in civil engineering: An overview
    Bhavana Patel, S.S.
    Venkataramana, Katta
    Babu Narayan, K.S.
    Parla, Bhagyashri
    Kimura, Yukinobu
    [J]. International Journal of Earth Sciences and Engineering, 2014, 7 (01): : 305 - 312
  • [37] Intelligent structural health monitoring: a civil engineering perspective
    Shrive, NG
    [J]. INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, 2005, : 1973 - 1977
  • [38] Structural health monitoring in civil engineering: Status and trends
    De Roeck, G.
    Anastasopoulos, D.
    Reynders, E.
    [J]. CURRENT PERSPECTIVES AND NEW DIRECTIONS IN MECHANICS, MODELLING AND DESIGN OF STRUCTURAL SYSTEMS, 2022, : 1729 - 1734
  • [39] A wireless structural health monitoring system in civil engineering
    Pei, Q
    Guo, X
    Zhao, CY
    [J]. PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON EARTHQUAKE ENGINEERING: NEW FRONTIER AND RESEARCH TRANSFORMATION, 2004, : 926 - 932
  • [40] Internet of Things (IoT)-based aquaculture: An overview of IoT application on water quality monitoring
    Prapti, Dipika Roy
    Mohamed Shariff, Abdul Rashid
    Che Man, Hasfalina
    Ramli, Norulhuda Mohamed
    Perumal, Thinagaran
    Shariff, Mohamed
    [J]. REVIEWS IN AQUACULTURE, 2022, 14 (02) : 979 - 992