Skip to main content

Measuring Thermal Response of Bridges Using Vision-Based Technologies and LVDTs

  • Conference paper
  • First Online:
European Workshop on Structural Health Monitoring (EWSHM 2022)

Abstract

A robust structural health monitoring approach measuring the structural responses of bridges such as displacements, strains etc. helps to ensure their safety and serviceability. Static and dynamic loads from vehicles and pedestrians influence the instantaneous responses of bridges, while thermal loads from daily and seasonal temperature variations influence bridge long-term responses. Vision-based monitoring (VBM) is an emerging non-contact, non-destructive monitoring approach. It utilizes cameras to capture sequential images of the structure under load and suitable image processing algorithms for target tracking. VBM has shown promising accuracy in static and dynamic response measurements of bridges, however, the evidence of its accuracy in thermal response measurements is limited. This research illustrates the results of laboratory experiments implementing VBM for thermal response measurements. Thermal responses of a laboratory truss are monitored with VBM and contact sensors such as thermocouples and linear variable differential transformers (LVDT). Cyclic temperature loads are applied to the truss to simulate daily temperature variations. The truss is monitored with GoPro cameras and contact sensors. Measured response trends by VBM and LVDT are comparable, indicating the accuracy of VBM to measure thermal responses. Thermal responses measured by VBM are higher than those of LVDT, signifying requirement for measurement resolution enhancement. The measurement resolution of VBM is 0.099 mm/°C and LVDT1 is 0.041 mm/°C respectively. This discrepancy can be attributed to non-identical targets of VBM and LVDT, resolution of the camera, efficiency of the feature tracking algorithm and robustness of LVDT output. This case study illustrates the feasibility and challenges of VBM for thermal response measurement.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 299.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 379.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 379.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Hoult, N.A., Fidler, P.R.A., Wassell, I.J., Hill, P.G., Middleton, C.R.: Wireless structural health monitoring at the Humber Bridge UK. Proc. Inst. Civ. Eng. Bridge Eng. 161(4), 189–195 (2008). https://doi.org/10.1680/bren.2008.161.4.189

    Article  Google Scholar 

  2. Hoult, N.A., Fidler, P.R.A., Hill, P.G., Middleton, C.R.: Long-term wireless structural health monitoring of the Ferriby Road Bridge. J. Bridge Eng. 15(2), 153–159 (2010). https://doi.org/10.1061/(asce)be.1943-5592.0000049

    Article  Google Scholar 

  3. Kromanis, R., Kripakaran, P., Harvey, B.: Long-term structural health monitoring of the Cleddau bridge: evaluation of quasi-static temperature effects on bearing movements. Struct. Infrastruct. Eng. 2479(January 2016), 1–14 (2015). https://doi.org/10.1080/15732479.2015.1117113

  4. Xia, Q., Zhou, L., Zhang, J.: Thermal performance analysis of a long-span suspension bridge with long-term monitoring data. J. Civ. Struct. Heal. Monit. 8(4), 543–553 (2018). https://doi.org/10.1007/s13349-018-0299-y

    Article  Google Scholar 

  5. Brownjohn, J.M.W., Kripakaran, P., Harvey, B., Kromanis, R., Jones, P., Huseynov, F.: Structural Health Monitoring of short to medium span bridges in the United Kingdom. Struct. Monit. Maint. 3(3), 259–276 (2016). https://doi.org/10.12989/smm.2016.3.3.259

    Article  Google Scholar 

  6. Borah, S., Al-Habaibeh, A., Kromanis, R.: Thermal Response Measurement of Bridges Using Vision-Based Monitoring (2021). https://web.fe.up.pt/~shmii10//ficheiros/eBook_SHMII_2021.pdf

  7. Kromanis, R., Xu, Y., Lydon, D., Martinez del Rincon, J., Al-Habaibeh, A.: Measuring structural deformations in the laboratory environment using smartphones. Front. Built Environ. 5(April) (2019). https://doi.org/10.3389/fbuil.2019.00044

  8. Park, J.C., Cho, J.S., Gil, H.B., Shin, J.I.: Measurement and evaluation of thermal movements of existing bridges using a series of two-dimensional images. In: 7th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2015), pp. 1378–1385 (2015)

    Google Scholar 

  9. MathWorks: Track points in video using Kanade-Lucas-Tomasi (KLT) algorithm – MATLAB. Mathworks, Inc. (2015). https://uk.mathworks.com/help/vision/ref/vision.pointtracker-system-object.html. Accessed 01 Mar 2022

  10. Xu, Y., Brownjohn, J., Kong, D.: A non-contact vision-based system for multipoint displacement monitoring in a cable-stayed footbridge. Struct. Control Heal. Monit. 25(5), 1–23 (2018). https://doi.org/10.1002/stc.2155

    Article  Google Scholar 

  11. Kromanis, R., Kripakaran, P.: Data-driven approaches for measurement interpretation: analysing integrated thermal and vehicular response in bridge structural health monitoring. Adv. Eng. Inform. 34, 46–59 (2017). https://doi.org/10.1016/j.aei.2017.09.002

    Article  Google Scholar 

  12. European Commission: JRC Photovoltaic Geographical Information System (PVGIS) - European Commission. Photovoltaic Geographical Information System (2017). https://re.jrc.ec.europa.eu/pvg_tools/en/tools.html#TMY. Accessed 14 Feb 2021

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sushmita Borah .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Borah, S., Al-Habaibeh, A., Kromanis, R. (2023). Measuring Thermal Response of Bridges Using Vision-Based Technologies and LVDTs. In: Rizzo, P., Milazzo, A. (eds) European Workshop on Structural Health Monitoring. EWSHM 2022. Lecture Notes in Civil Engineering, vol 254. Springer, Cham. https://doi.org/10.1007/978-3-031-07258-1_51

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-07258-1_51

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-07257-4

  • Online ISBN: 978-3-031-07258-1

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics