Design Live-Load Factor Calibration for Michigan Highway Bridges
Publication: Journal of Bridge Engineering
Volume 21, Issue 6
Abstract
In this study, a reliability-based calibration of live-load factors for bridge design specific to the state of Michigan was conducted. Two years of high-frequency weigh-in-motion (WIM) data from 20 representative statewide sites were analyzed, and load effects were generated for bridge spans from 6 to 122 m (20 to 400 ft), considering simple and continuous moments and shears, and single-lane and two-lane effects. Seventy-five-year statistics for maximum live load were then estimated with probabilistic projection. Bridge girders considered for the calibration included composite steel, prestressed concrete, side-by-side and spread box beams, and special long-span structural members. In some cases, it was found that Michigan load effects were greater than those previously assumed, often requiring higher load factors than those in current use. Moreover, significant variation in the required load factor was found, potentially resulting in significant inconsistencies in reliability if a single load factor is used for the design of all bridge types and load effects considered.
Get full access to this article
View all available purchase options and get full access to this article.
Acknowledgments
The authors thank the Michigan Department of Transportation Research Administration for support of this effort.
References
AASHTO. (1994). LRFD bridge design specifications, Washington, DC.
AASHTO. (2011). Manual for bridge evaluation, Washington, DC.
Ang, A., and Tang, W. (2007). Probability concepts in engineering: emphasis on applications to civil and environmental engineering, 2nd Ed., John Wiley and Sons, New York.
Bruls, A., Croce, P., Sanpaolesi, L., and Sedlacek, O. (1996). “ENV1991. Part 3: Traffic loads on bridges; calibration of load models for road bridges.” Proc., IABSE Colloquium, International Association for Bridge and Structural Engineering, Lisbon, Portugal, 439–453.
Croce, P., and Salvatore, W. (2001). “Stochastic model for multilane traffic effects on bridges.” J. Bridge Eng., 136–143.
Curtis, R., and Till, R. (2008). “Recommendations for Michigan specific load and resistance factor design loads and load and resistance factor rating procedures.” MDOT Research Rep. R-1511, Michigan Department of Transportation, Lansing, MI.
Eamon, C., and Nowak, A. S. (2002). “Effects of edge-stiffening elements and diaphragms on bridge resistance and load distribution.” J. Bridge Eng., 258–266.
Eamon, C., Kamjoo, V., and Shinki, K. (2014). “Side by side probability for bridge design and analysis.” MDOT Report RC-1601, Michigan Department of Transportation, Lansing, MI.
Eamon, C., Parra-Montesinos, G., and Chehab, A. (2014b). “Evaluation of prestressed concrete beams in shear.” MDOT Report RC-1615, Michigan Department of Transportation, Lansing, MI.
Fu, O., and Van de Lindt, J. (2006). “LRFD load calibration for state of Michigan trunkline bridges.” MDOT Research Report RC-1466, Michigan Department of Transportation, Lansing, MI.
FHWA (Federal Highway Administration). (2001). “Traffic monitoring guide.” FWHA-PL-Ot-021, Washington, DC.
Ghosn, M., Sivakumar, B., and Miao, F. (2011). “Load and resistance factor rating (LRFR) in NYS. Volume II, final report.” NYSDOT Rep. C-06-13, New York State Department of Transportation, Albany, NY.
Gindy, M., and Nassif, H. H. (2007). “Multiple presence statistics for bridge live load based on weigh-in-motion data.” Transportation Research Record, 2028, 125–135.
Kwon, O. S., Kim, E., Orton, S., Salim, H., and Hazlett, T. (2010). “Calibration of the live load factor in LRFD design guidelines.” MODOT Report ORI1-003, Michigan Department of Transportation, Lansing, MI.
Lee, C. E., and Souny-Slitine, N. (1998). “Final research findings on traffic-load forecasting using weight-in-motion data.” Rep. 987-7, Center for Transportation Research Bureau of Engineering Research, University of Texas at Austin, Austin, TX.
MDOT (Michigan Department of Transportation). (2009). MDOT bridge analysis guide, 2005 ed., with 2009 interim update, parts 1 and 2, MDOT Construction and Technology Support Area, Lansing, MI.
Monsere, L., Higgins, C., and Nichols, A. (2011). Application of WIM data for improved modeling, design, and rating, Oregon Transportation Research and Education Consortium, Oregon Department of Transportation, Salem, OR.
Moses, F. (2001). “Calibration of load factors for LRFR bridge evaluation.” NCHRP Rep. 454, Transportation Research Board, Washington, DC.
Nowak, A. S. (1999). “Calibration of LRFD bridge design code.” NCHRP Rep. 368, Transportation Research Board, Washington, DC.
Nowak, A. S., Sanli, A., and Eom, J. (2000). “Development of a guide for evaluation of existing bridges phase 2.” MDOT Report RC-1378, Michigan Department of Transportation, Lansing, MI.
O’Brien, E., and Caprani, C. (2005). “Headway modeling for traffic load assessment of short to medium span bridges.” Struct. Eng., 83(16), 33–36.
O’Brien, E., and Enright, B. (2011). “Modeling same-direction two-lane traffic for bridge loading.” Struct. Saf., 33, 296–304.
O’Brien, E., Enright, B., and Getacllew, A. (2010). “Importance of the tail in truck weight modeling for bridge assessment.” J. Bridge Eng., 210–213.
O’Connor, A., Jacob, B., O'Brien, E., and Prat, M. (2001). “Report of current studies performed on normal load model of ECL. Part 2: Traffic loads on bridges.” Rev. Fr. de Génie Civ., 5(4), 411–433.
Pelphrey, J., and Higgins, C. (2006). “Calibration of LRFR live load factors using weigh-in-motion data.” Interim Rep. SPR 635, Oregon Department of Transportation, Salem, OR.
Pelphery, J., et al. (2008). “State-specific LRFR live load factors using weigh-in-motion data.” J. Bridge Eng., 339–350.
Raz, O., Buchheit, R., Shaw, M., Koopman, P., and Faloutsos, C. (2004). “Detecting semantic anomalies in truck weigh-in-motion traffic data using data mining.” J. Comput. Civ. Eng., 291–300.
Sivakumar, B., Ghosn, M., and Moses, F. (2011). “Protocols for collecting and using traffic data in bridge design.” NCHRP Report 683, Transportation Research Board, Washington, DC.
Sivakumar, B., and Ghosn, M. (2011). “Recalibration of LRFR live load factors in the AASHTO manual for bridge evaluation.” NCHRP Project 20-07, Task 285, Transportation Research Board, Washington, DC.
Tabatabai, H., Zhao, J., and Lee, C. W. (2009). “Statistical analysis of heavy truck loads using Wisconsin weigh-in-motion data.” WDOT Project CFIRE 01-02, Wisconsin Department of Transportation, Milwaukee, WI.
Thompson, M., Eamon, C., and Rais-Rohani, M. (2006). “Reliability-based optimization of fiber-reinforced polymer composite bridge deck panels.” J. Sruct. Eng., 1898–1906.
Van de Lindt, J., and Fu, G. (2002). “Investigation of the adequacy of current bridge design loads in the state of Michigan.” MDOT Research Report RC-1413, Michigan Department of Transportation, Lansing, MI.
Information & Authors
Information
Published In
Copyright
© 2016 American Society of Civil Engineers.
History
Received: Dec 19, 2014
Accepted: Nov 19, 2015
Published online: Feb 1, 2016
Published in print: Jun 1, 2016
Discussion open until: Jul 1, 2016
Authors
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.