Technical Papers
Apr 8, 2016

Bridge Weigh-in-Motion Algorithms Based on the Field Calibrated Simulation Model

Publication: Journal of Infrastructure Systems
Volume 23, Issue 1

Abstract

Most of the commercially available bridge weigh-in-motion (B-WIM) systems are based on an algorithm developed by Moses. The performance of this method was generally acceptable for estimating gross vehicle weight (GVW) but can be inadequate for estimating single axle load. Two alternative algorithms for the identification of vehicle axle loads are presented in this paper based on field verified simulation model using the semirigid frame system with multiple simplified span bridges. Both algorithms are based on the simulation of the entire bridge, representing realistic boundary conditions, bridge geometry properties, and field environment from field B-WIM testing results. The first alternative algorithm includes adjusting the experimental weight-in-motion (WIM) moment of the testing span from the simulation model to perform vehicle weight calculation. The second algorithm includes applying the simulated influence line from the simulation model to calculate the vehicle weight. Both approaches demonstrate significant improvements on the accuracy of vehicle weight for a bridge on the U.S. Highway 78 (US-78) by B-WIM testing.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

The authors gratefully acknowledge funding and support provided by the National Science Foundation (NSF) for this research project (CMMI-1100742).

References

AASHTO. (2012). AASHTO standard specifications for highway bridges, 16th Ed., Washington, DC.
ALDOT (Alabama Department of Transportation). (1958). “State of Alabama highway department.”, Montgomery, AL.
Ali, U. O., and Hikmet, H. C (2005). “Dynamic analysis of semi-rigid frames.” Math. Comput. Appl., 10(1), 1–8.
CEN (European Committee for Standardization). (2003). “Traffic loads on bridges, part 2.” Eurocode 1 (EN 1991-2)—Actions on structures, Europe.
COST. (2002). “Weigh-in-motion of road vehicles.” 2nd European Conf. on European Commission, European Commission Directorate-General for Mobility and Transport, 1993–1998.
Deng, L., and Cai, C. S. (2010a). “Identification of dynamic vehicular axle loads: Demonstration by a field study.” J. Vib. Control, 17(2), 183–195.
Deng, L., and Cai, C. S. (2010b). “Identification of dynamic vehicular axle loads: Theory and simulations.” J. Vib. Control, 16(14), 2167–2194.
Heywood, R., Roberts, W., and Boully, G. (2001). “Dynamic loading of bridges.” Transp. Res. Rec., 1770, 51–57.
Hwang, E. S., and Nowak, A. S. (1991). “Simulation of dynamic load for bridges.” J. Struct. Eng., 1413–1434.
Kim, S., Lee, J., Park, M. S., and Jo, B. W. (2009). “Vehicle signal analysis using artificial neural networks for a bridge weigh-in-motion system.” Sensors, 9(10), 7943–7956.
Kirkegaard, P. H., Neilsen, S. R. K., and Enevoldsen, I. (1997). “Heavy vehicles on minor highway bridges—Calculation of dynamic impact factors from selected crossing scenarios.” Dept. of Building Technology and Structural Engineering, Aalborg Univ., Aalborg, Denmark.
Meli, E., and Pugi, L. (2013). “Preliminary development, simulation and validation of a weigh in motion system for railway vehicles.” MECCANICA, 48(10), 2541–2565.
Moses, F. (1979). “Weigh-in-motion system using instrumented bridges.” J. Transp. Eng., 105(3), 233–249.
O’Brien, E. J., Quilligan, M., and Karoumi, R. (2006). “Calculating the influence line for a bridge using the measurements obtained from the bridge.” Proc. Inst. Civ. Eng. Bridge Eng., 159(1), 31–34.
O’Brien, E. J., Rattigan, P., González, A., Dowling, J., and Žni-Dariþ, A. (2009). “Characteristic dynamic traffic load effects in bridges.” Eng. Struct., 31(7), 1607–1612.
Pimentel, R. M. D. C. M., et al. (2008). “Hybrid fiber-optic/electrical measurement system for characterization of railway traffic and its effects on a short span bridge.” IEEE Sens. J., 8(7), 289–300.
SAMARIS. (2006). “Sustainable and advanced materials for road infrastructure.” Guidance for the optimal assessment of highway structures, Europe.
Trefethen, L. N., and Bau, D., III. (1997). “Numerical linear algebra. Philadelphia.” Society for Industrial and Applied Mathematics, Philadelphia.
Wang, Y., and Qu, W. L. (2011). “Moving train loads identification on a continuous steel truss girder by using dynamic displacement influence line.” Int. J. Steel Struct., 11(2), 109–115.
Yamaguchi, E., Kawamura, S. I., Matuso, K., Matsuki, Y., and Naito, Y. (2009). “Bridge-weigh-in-motion by two-span continuous bridge with skew and heavy-truck flow in Fukuoka area.” Adv. Struct. Eng., 12(1), 115–125.
Zag, C. (2005). SiWIM bridge weigh-in-motion manual, 3rd Ed., Ljubljana, Slovenia.
Zhao, Z. S. (2012). “Simulation of weight-in-motion system integrated with bridge safety.” Ph.D. dissertation, Univ. of Alabama, Birmingham, AL.
Žnidaric, A., and Baumgärtner, W. (1998). “Bridge weigh-in-motion systems: An overview.” Pre-Proc., 2nd European Conf. on Weigh-in-Motion of Road Vehicles, Office for Official Publications of the European Communities, Luxembourg, 139–151.

Information & Authors

Information

Published In

Go to Journal of Infrastructure Systems
Journal of Infrastructure Systems
Volume 23Issue 1March 2017

History

Received: Sep 28, 2013
Accepted: Feb 4, 2016
Published online: Apr 8, 2016
Discussion open until: Sep 8, 2016
Published in print: Mar 1, 2017

Permissions

Request permissions for this article.

Authors

Affiliations

Zhisong Zhao, Ph.D. [email protected]
P.E.
S.E.
Researcher, Dept. of Civil, Construction, and Environmental Engineering, Univ. of Alabama, Hoehn 321, 1075 13th St. South, Birmingham, AL 35294 (corresponding author). E-mail: [email protected]
Nasim Uddin, Ph.D., F.ASCE [email protected]
P.E.
Professor, Dept. of Civil, Construction, and Environmental Engineering, Univ. of Alabama, Hoehn 321, 1075 13th St. South, Birmingham, AL 35294. E-mail: [email protected]
Eugene J. O’Brien, Ph.D. [email protected]
Professor, School of Civil, Structural, and Environmental Engineering, Univ. College Dublin, Richview Newstead Block B, Belfield, Dublin 4, Ireland. E-mail: [email protected]

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.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share