Open access
Technical Papers
Nov 9, 2022

Using Full-Scale Observations on Footbridges to Estimate the Parameters Governing Human–Structure Interaction

Publication: Journal of Bridge Engineering
Volume 28, Issue 1

Abstract

The further development and improvement of prediction models for crowd-induced vibrations of footbridges requires detailed information on representative operational loading data. In this paper, an inverse method is used to estimate the parameters that govern human–structure interaction from the resulting structural response. The parameters of interest concern the dynamic characteristics of a mass-spring-damper (MSD) system, applied to describe the mechanical interaction between the pedestrian and the structure. The dynamic characteristics of the MSD interaction model are estimated by minimizing the discrepancy between the observed and the simulated power spectral density of the structural response. The parameter estimation procedure assumes that the dynamic behavior of the empty structure, the average weight, and the distribution of step frequencies in the crowd are known. The proposed approach is verified using numerical simulations and the influence of modeling errors is investigated. The results show that as footbridges and the human body are by nature lightly (2%) and strongly (≈30%) damped, respectively, the structural response is most sensitive to small variations in the natural frequency of the MSD interaction model. The results, furthermore, show that the parameter estimation problem is mostly sensitive to errors related to the mean value of the distribution of step frequencies and the structural modes’ natural frequency and modal mass. The impact of the structural modeling errors is found to decrease as the impact of human–structure interaction increases. Next, the approach is applied to two real footbridges where the walking behavior and the structural response induced by high pedestrian densities are observed. The results show that an estimate of the natural frequency (≈3.0 Hz) and damping ratio (34%) of the MSD interaction model is obtained that is in accordance with recent findings in the literature. These estimates are, however, for the first time ever, it is believed, based on full-scale observations involving high pedestrian densities.

Formats available

You can view the full content in the following formats:

Acknowledgments

The first author is a postdoctoral fellow of the Research Foundation Flanders (FWO). Financial support is gratefully acknowledged. This work uses experimental data collected on two footbridges: the contributions of everyone involved in organizing these comprehensive measurement campaigns are gratefully acknowledged.

References

AFGC (Association Française de Génie Civil). 2006. Sétra: Evaluation du comportement vibratoire des passerelles piétonnes sous l’action des piétons (Assessment of vibrational behaviour of footbridges under pedestrian loading). AFGC-SÉTRA.
Agu, E., and M. Kasperski. 2011. “Influence of the random dynamic parameters of the human body on the dynamic characteristics of the coupled system structure-crowd.” J. Sound Vib. 330 (3): 431–444. https://doi.org/10.1016/j.jsv.2010.06.029.
Ahmadi, E., C. Caprani, S. Zivanovic, N. Evans, and A. Heidarpour. 2018. “A framework for quantification of human-structure interaction in vertical direction.” J. Sound Vib. 432: 351–372. https://doi.org/10.1016/j.jsv.2018.06.054.
ANSYS. 2007. Basic analysis guide, ANSYS release 11.0. Canonsburg, PA: ANSYS.
Asami, T., O. Nishihara, and A. Baz. 2002. “Analytical solutions to h-infinity and h-2 optimization of dynamic vibration absorbers attached to damped linear systems.” J. Vib. Acoust. 124 (2): 284–295. https://doi.org/10.1115/1.1456458.
Bocian, M., J. H. G. Macdonald, and J. F. Burn. 2013. “Biomechanically-inspired modelling of pedestrian-induced vertical self-excited forces.” J. Bridge Eng. 18 (12): 1336–1346. https://doi.org/10.1061/(ASCE)BE.1943-5592.0000490.
Brownjohn, J., and T. Fu. 2005. “Vibration excitation and control of a pedestrian walkway by individuals and crowds.” Shock Vib. 12 (5): 333–347. https://doi.org/10.1155/2005/857247.
Brownjohn, J. M. W. 2001. “Energy dissipation from vibration floor slabs due to human-structure interaction.” J. Shock Vib. 8 (6): 315–323. https://doi.org/10.1155/2001/454139.
Brownjohn, J. M. W., and A. Pavić. 2007. “Experimental methods for estimating modal mass in footbridges using human-induced dynamic excitation.” Eng. Struct. 29 (11): 2833–2843. https://doi.org/10.1016/j.engstruct.2007.01.025.
Bruno, L., and F. Venuti. 2009. “Crowd-structure interaction in footbridges: Modelling, application to real case-study and sensitivity analysis.” J. Sound Vib. 323 (1–2): 475–493. https://doi.org/10.1016/j.jsv.2008.12.015.
Cappellini, A., S. Manzoni, M. Vanali, and A. Cigada. 2016. “Evaluation of the dynamic behaviour of steel staircases damped by the presence of people.” Eng. Struct. 115: 165–178. https://doi.org/10.1016/j.engstruct.2016.02.028.
Caprani, C., and E. Ahmadi. 2016. “Formulation of human–structure interaction system models for vertical vibration.” J. Sound Vib. 377: 346–367. https://doi.org/10.1016/j.jsv.2016.05.015.
Dang, H., and S. Živanović. 2013. “Modelling pedestrian interaction with perceptibly vibrating footbridges.” FME Trans. 41 (4): 271–278.
Dang, H., and S. Živanović. 2016. “Influence of low-frequency vertical vibration on walking locomotion.” J. Struct. Eng. 142 (12): 04016120. https://doi.org/10.1061/(ASCE)ST.1943-541X.0001599.
Dong, W., M. Kasperski, and G. Shiqiao. 2011. “Change of the dynamic characteristics of a pedestrian bridge during a mass event.” In Proc., 8th Int. Conf. on Structural Dynamics of EURODYN, 1002–1008. https://bwk.kuleuven.be/bwm.
Georgakis, C. T., and E. Ingólfsson. 2014. “Recent advances in our understanding of vertical and lateral footbridge vibrations.” In Proc., 5th Int. Footbridge Conf. http://www.footbridge2014.com/.
Heinemeyer, C., et al. 2009. Design of lightweight footbridges for human induced vibrations - background document in support to the implementation, harmonization and further development of the Eurocodes. JRC-ECCS 2009. Accessed January 5, 2022. http://www.stb.rwth-aachen.de/projekte/2007/HIVOSS/download.php.
Helbing, D., and P. Molnar. 1995. “Social force model for pedestrian dynamics.” Phys. Rev. 51 (5): 4282–4286.
ISO. 1981. Vibration and shock - mechanical driving point impedance of the human body. ISO 5982:1981. Geneva: ISO.
Jimenez-Alonso, J., and A. Saez. 2014. “A direct pedestrian-structure interaction model to characterize the human induced vibrations on slender footbridges.” Inf. Constr. 66 (Extra-1): m007. https://doi.org/10.3989/ic.2014.v66.iExtra-1.
Maca, J., and M. Valasek. 2011. “Interaction of human gait and footbridges.” In Proc., 8th Int. Conf. on Structural Dynamics of EURODYN, 1083–1089. https://bwk.kuleuven.be/bwm.
MATLAB. 2018. 9.7.0.1190202 (R2019b). Natick, MA: The MathWorks Inc.
Matsumoto, Y., and M. J. Griffin. 2003. “Mathematical models for the apparent masses of standing subjects exposed to vertical whole-body vibration.” J. Sound Vib. 260 (3): 431–451. https://doi.org/10.1016/S0022-460X(02)00941-0.
NBN EN 1991-2 ANB. 2013. Eurocode 1: Actions on structures - Part 2: Traffic loads on bridges. Belgian National annex October 2011. Brussel: Bureau voor Normalisatie.
Nocedal, J., and S. Wright. 2006. Numerical optimization. 2nd ed. Berlin: Springer.
Peeters, B., and G. De Roeck. 1999. “Reference-based stochastic subspace identification for output-only modal analysis.” Mech. Syst. Signal Process. 13 (6): 855–878. https://doi.org/10.1006/mssp.1999.1249.
Pimentel, R., and P. Waldron. 1996. “Validation of the numerical analysis of a pedestrian bridge for vibration serviceability applications.” In Proc., Int. Conf. on Identification in Engineering Systems, edited by L. Davis, 648–657. https://michael.friswell.com/ies96.html.
Qin, J. W., S. S. Law, Q. S. Yang, and N. Yang. 2013. “Pedestrian-bridge dynamic interaction, including human participation.” J. Sound Vib. 332 (4): 1107–1124. https://doi.org/10.1016/j.jsv.2012.09.021.
Qin, J. W., S. S. Law, Q. S. Yang, and N. Yang. 2014. “Finite element analysis of pedestrian-bridge dynamic interaction.” J. Appl. Mech. 81 (4): 041001. https://doi.org/10.1115/1.4024991.
Reynders, E., and G. De Roeck. 2008. “Reference-based combined deterministic-stochastic subspace identification for experimental and operational modal analysis.” Mech. Syst. Signal Process. 22 (3): 617–637. https://doi.org/10.1016/j.ymssp.2007.09.004.
Salyards, K., and Y. Hua. 2015. “Assessment of dynamic properties of a crowd model for human-structure interaction modelling.” Eng. Struct. 89: 103–110. https://doi.org/10.1016/j.engstruct.2015.01.016.
Shahabpoor, E., A. Pavić, and V. Racić. 2016a. “Identification of mass-spring-damper model of walking humans.” Structures 5: 233–246. https://doi.org/10.1016/j.istruc.2015.12.001.
Shahabpoor, E., A. Pavić, and V. Racić. 2016b. “Interaction between walking humans and structures in vertical direction: A literature review.” Shock Vib. 2016: 12–17.
Shahabpoor, E., A. Pavić, and V. Racić. 2017. “Structural vibration serviceability: New design framework featuring human-structure interaction.” Eng. Struct. 136: 295–311. https://doi.org/10.1016/j.engstruct.2017.01.030.
Silva, F., and R. Pimentel. 2011. “Biodynamic walking model for vibration serviceability of footbridges in vertical direction.” In Proc., 8th Int. Conf. on Structural Dynamics of EURODYN, 1090–1096. https://bwk.kuleuven.be/bwm.
Van Nimmen, K., G. Lombaert, G. De Roeck, and P. Van den Broeck. 2017a. “The impact of vertical human-structure interaction on the response of footbridges to pedestrian excitation.” J. Sound Vib. 402: 104–121. https://doi.org/10.1016/j.jsv.2017.05.017.
Van Nimmen, K., G. Lombaert, I. Jonkers, G. De Roeck, and P. Van den Broeck. 2014. “Characterisation of walking loads by 3D inertial motion tracking.” J. Sound Vib. 333 (20): 5212–5226. https://doi.org/10.1016/j.jsv.2014.05.022.
Van Nimmen, K., A. Pavic, and P. Van den Broeck. 2021a. “A simplified method to account for vertical human-structure interaction.” Structures 32: 2004–2019. https://doi.org/10.1016/j.istruc.2021.03.090.
Van Nimmen, K., P. Van den Broeck, and G. Lombaert. 2017b. “Inverse identification of the pedestrian characteristics governing human-structure interaction.” In Proc., 10th Int. Conf. on Structural Dynamics, EURODYN 2017, edited by F. Vestroni, F. Romeo and V. Gattulli, 2889–2894. Amsterdam, The Netherlands: Elsevier Procedia.
Van Nimmen, K., P. Van den Broeck, and G. Lombaert. 2018a. “Using full-scale observations to estimate the parameters governing human-structure interaction.” In Proc., 9th Int. Conf. on Bridge Maintenance, Safety and Management. Melbourne, Australia: Taylor and Francis Group, CRC Press.
Van Nimmen, K., P. Van den Broeck, G. Lombaert, and F. Tubino. 2020. “Pedestrian-induced vibrations of footbridges: An extended spectral approach.” J. Bridge Eng. 25 (8): 04020058. https://doi.org/10.1061/(ASCE)BE.1943-5592.0001582.
Van Nimmen, K., J. Van Hauwermeiren, and P. Van den Broeck. 2021b. “Eeklo footbridge: Benchmark dataset on pedestrian-induced vibrations.” J. Bridge Eng. 26 (7): 05021007. https://doi.org/10.1061/(ASCE)BE.1943-5592.0001707.
Van Nimmen, K., G. Zhao, A. Seyfarth, and P. Van den Broeck. 2018b. “A robust methodology for the reconstruction of the vertical pedestrian-induced load from the registered body motion.” Vibration 1 (2): 250–268. https://doi.org/10.3390/vibration1020018.
Venuti, F., V. Racic, and A. Corbetta. 2016. “Modelling framework for dynamic interaction between multiple pedestrians and vertical vibrations of footbridges.” J. Sound Vib. 379: 245–263. https://doi.org/10.1016/j.jsv.2016.05.047.
Zang, M., C. Georgakis, and J. Chen. 2016. “Biomechanically excited SMD model of a walking pedestrian.” J. Bridge Eng. 21 (8): C4016003. https://doi.org/10.1061/(ASCE)BE.1943-5592.0000910.
Zhang, M., C. T. Georgakis, W. Qu, and J. Chen. 2015. “Smd model parameters of pedestrians for vertical human-structure interaction.” In Vol. 2 of Dynamics of civil structures, edited by J. Caicedo and S. Pakzad, 311–317. Cham: Springer.
Živanović, S. 2012. “Benchmark footbridge for vibration serviceability assessment under vertical component of pedestrian load.” J. Struct. Eng. 138 (10): 1193–1202. https://doi.org/10.1061/(ASCE)ST.1943-541X.0000571.
Živanović, S., A. Pavić, and E. Ingólfsson. 2010. “Modelling spatially unrestricted pedestrian traffic on footbridges.” J. Struct. Eng. 136 (10): 1296–1308. https://doi.org/10.1061/(ASCE)ST.1943-541X.0000226.
Živanović, S., A. Pavić, and P. Reynolds. 2005. “Vibration serviceability of footbridges under human-induced excitation: A literature review.” J. Sound Vib. 279 (1–2): 1–74.
Živanović, S., A. Pavić, and P. Reynolds. 2007. “Probability-based prediction of multi-mode vibration response to walking excitation.” Eng. Struct. 29 (6): 942–954. https://doi.org/10.1016/j.engstruct.2006.07.004.

Information & Authors

Information

Published In

Go to Journal of Bridge Engineering
Journal of Bridge Engineering
Volume 28Issue 1January 2023

History

Received: Mar 29, 2022
Accepted: Aug 26, 2022
Published online: Nov 9, 2022
Published in print: Jan 1, 2023
Discussion open until: Apr 9, 2023

ASCE Technical Topics:

Authors

Affiliations

Dept. of Civil Engineering, Structural Mechanics, KU Leuven, Ghent 9000, Belgium (corresponding author). ORCID: https://orcid.org/0000-0002-8188-1297. Email: [email protected]
P. Van den Broeck
Dept. of Civil Engineering, Structural Mechanics, KU Leuven, Ghent 9000, Belgium

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share