Probabilistic Time-Dependent Multihazard Life-Cycle Assessment and Resilience of Bridges Considering Climate Change
Publication: Journal of Performance of Constructed Facilities
Volume 30, Issue 5
Abstract
Climate change and an increase in the number of hazards and/or their intensities may increase the probability of failure associated with civil infrastructure systems. Understanding how natural hazards affect the life-cycle performance of highway bridges can lead to improved preparedness prior to extreme disasters and can ultimately benefit society. In this paper, a framework for time-variant loss and resilience assessment of highway bridges under time-dependent multiple hazards is presented. The effects of earthquakes and floods on bridges are both investigated. The life-cycle hazard losses with and without aging effects and climate change are computed. Additionally, the probabilistic changes in the hazard intensity and frequency resulting from climate change on the total life-cycle hazard loss are also investigated. The proposed framework is applied to a highway bridge located in California.
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Acknowledgments
The support from the National Science Foundation through grants CMS-0639428 and CMMI-1537926; the Commonwealth of Pennsylvania, Department of Community and Economic Development, through the Pennsylvania Infrastructure Technology Alliance (PITA); and the U.S. Federal Highway Administration Cooperative Agreement Award DTFH61-07-H-00040 is gratefully acknowledged. The opinions and conclusions presented in this paper are those of the authors and do not necessarily reflect the views of the sponsoring organizations.
References
AASHTO. (2015). AASHTO LRFD bridge design specifications, 7th Ed., Washington, DC.
Akiyama, M., Frangopol, D. M., and Suzuki, M. (2012). “Integration of the effects of airborne chlorides into reliability-based durability design of R/C structures in a marine environment.” Struct. Infrastruct. Eng., 8(2), 125–134.
ATC (Applied Technology Council). (1999). “Earthquake damage evaluation data for California.”, Redwood City, CA.
Basöz, N., and Mander, J. (1999). “Enhancement of the highway transportation lifeline module in HAZUS.” National Institute of Building Sciences (NIBS), Washington, DC.
Bocchini, P., Frangopol, D. M., Ummenhofer, T., and Zinke, T. (2014). “Resilience and sustainability of the civil infrastructure: Towards a unified approach.” J. Infrastruct. Syst., 04014004.
Briaud, J. L, Gardoni, P., and Yao, C. (2014). “Statistical, risk, and reliability analyses of bridge scour.” J. Geotech. Geoenviron. Eng., 04013011.
Briaud, J. L. (2006). “Bridge scour.” Geotechnical news, BiTech Publishers, Richmond, BC, Canada.
Briaud, J. L., Chen, H. C., Li, Y., Nurtjahyo, P., and Wang, J. (2004). “Pier and contraction scour in cohesive soils.”, National Cooperative Highway Research Program, Washington, DC.
Briaud, J. L., and Smith, T. D. (1983). “Using the pressuremeter curve to design laterally loaded piles.” Proc., 15th Offshore Technology Conf., Offshore Technology Conference, Houston, 495–502.
Briaud, J. L., Ting, F. C. K., Chen, H. C., Gudavalli, R., Perugu, S., and Wei, G. (1999). “SRICOS: Prediction of scour rate in cohesive soils at bridge piers.” J. Geotech. Geoenviron. Eng., 237–246.
Bruneau, M., et al. (2003). “A framework to quantitatively assess and enhance the seismic resilience of communities.” Earthquake Spectra, 19(4), 733–752.
Campbell, K. W., and Bozorgnia, Y. (2007). “Campbell-Bozorgnia NGA ground motion relations for the geometric mean horizontal component of peak and spectral ground motion parameters.”, Pacific Earthquake Engineering Research Center, Univ. of California, Berkeley, CA.
Cayan, D. R., Maurer, E. P., Dettinger, M. D., Tyree, M., and Hayhoe, K. (2008). “Climate change scenarios for the California region.” Clim. Change, 87(S1), 21–42.
Choe, D.-E., Gardoni, P., and Rosowsky, D. (2010). “Fragility increment functions for deteriorating reinforced concrete bridge columns.” J. Eng. Mech., 969–978.
Cimellaro, G. P., Reinhorn, A. M., and Bruneau, M. (2010). “Seismic resilience of a hospital system.” Struct. Infrastruct. Eng., 6(1–2), 127–144.
Das, T., Dettinger, M. D., Cayan, D. R., and Hidalgo, H. G. (2011). “Potential increase in floods in California’s Sierra Nevada under future climate projections.” Clim. Change, 109(S1), 71–94.
Decò, A., and Frangopol, D. M. (2013). “Life-cycle risk assessment of spatially distributed aging bridges under seismic and traffic hazards.” Earthquake Spectra, 29(1), 127–153.
Dettinger, M., Hidalgo, H., Das, T., Cayan, D., and Knowles, N. (2009). “Projections of potential flood regime changes in California.” Public Interest Energy Research, California Energy Commission, Sacramento, CA.
Dong, Y., and Frangopol, D. M. (2015). “Risk and resilience assessment of bridges under mainshock and aftershocks incorporating uncertainties.” Eng. Struct., 83, 198–208.
Dong, Y., Frangopol, D. M., and Saydam, D. (2013). “Time-variant sustainability assessment of seismically vulnerable bridges subjected to multiple hazards.” Earthquake Eng. Struct. Dyn., 42(10), 1451–1467.
Dong, Y., Frangopol, D. M., and Saydam, D. (2014). “Sustainability of highway bridge networks under seismic hazard.” J. Earthquake Eng., 18(1), 41–66.
Ferris, E., and Petz, D. (2011). The year that shook the rich: A review of natural disaster in 2011, Brookings Institution–London School of Economics Project on Internal Displacement, Washington, DC.
FHWA (Federal Highway Administration). (2015). “National bridge inventory (NBI) database.” U.S. Dept. of Transportation, Washington, DC.
Frangopol, D. M. (2011). “Life-cycle performance, management, and optimization of structural systems under uncertainty: Accomplishments and challenges.” Struct. Infrastruct. Eng., 7(6), 389–413.
Frangopol, D. M., and Bocchini, P. (2011). “Resilience as optimization criterion for the rehabilitation of bridges belonging to a transportation network subjected to earthquake.” SEI-ASCE 2011 Structures Congress, ASCE, Reston, VA.
Frangopol, D. M., and Soliman, M. (2016). “Life-cycle of structural systems: Recent achievements and future directions.” Struct. Infrastruct. Eng., 12(1), 1–20.
Frangopol, D. M., and Tsompanakis, Y., eds. (2014). “Maintenance and safety of aging infrastructure.” Structures and infrastructures, CRC Press/Balkema/Taylor & Francis Group, London, 746.
Ghosh, J., and Padgett, J. E. (2010). “Aging considerations in the development of time-dependent seismic fragility curves.” J. Struct. Eng., 1497–1511.
Gotvald, A. J., Barth, N. A., Veilleux, A. G., and Parrett, C. (2012). “Methods for determining magnitude and frequency of floods in California, based on data through water year 2006.”, U.S. Dept. of the Interior, U.S. Geological Survey, Reston, VA.
Gutenberg, B., and Richter, C. F. (1944). “Frequency of earthquakes in California.” Bull. Seismol. Soc. Am., 34, 185–188.
Hanks, T. C., and Bakun, W. H. (2002). “A bilinear source-scaling model for M-log observations of continental earthquakes.” Bull. Seismol. Soc. Am., 92(5), 1841–1846.
Hanks, T. C., and Bakun, W. H. (2008). “M- log A observations of recent large earthquakes.” Bull. Seismol. Soc. Am., 98(1), 490–494.
Karl, T. R., Melillo, J. M., and Peterson, T. C., eds. (2009). Global climate change impacts in the United States, Cambridge University Press, New York.
Kharin, V. V., Zwiers, F. W., Zhang, X., and Hegerl, G. C. (2007). “Changes in temperature and precipitation extremes in the IPCC ensemble of global coupled model simulations.” J. Clim., 20(8), 1419–1444.
Ko, Y., Chiou, J. S., Tsai, Y. C., Chen, C., Wang, H., and Wang, C. (2014). “Evaluation of flood-resistant capacity of scoured bridges.” J. Perform. Constr. Facil., 61–75.
Kunkel, K. E., et al. (2013). “Probable maximum precipitation and climate change.” Geophys. Res. Lett., 40(7), 1402–1408.
Levinson, D. H. (2006). “Update to the standard project hurricane (SPH) indices.”, Baton Rouge, LA.
Mackie, K., and Stojadinovic, B. (2003). “Seismic demand for performance-based design of bridges.”, Pacific Earthquake Engineering Research Center, College of Engineering, Univ. of California, Berkeley, CA.
Mahlstein, I., Hegerl, G., and Solomon, S. (2012). “Emerging local warming signals in observational data.” Geophys. Res. Lett., 39(21), 1–5.
Mander, J. B. (1999). “Fragility curve development for assessing the seismic vulnerability of highway bridges.”, Univ. at Buffalo, State University of New York, NY.
MATLAB [Computer software]. MathWorks, Natick, MA.
Melville, B. W. (1997). “Pier and abutment scour: Integrated approach.” J. Hydraul. Eng., 125–136.
Miller, N. L., Bashford, K. E., and Strem, E. (2003). “Potential impacts of climate change on California hydrology.” J. Am. Water Resour. Assoc., 771–784.
Min, S.-K., Zhang, X., Zweirs, F. W., and Hegerl, G. C. (2011). “Human contribution to more intense precipitation extremes.” Nature, 470(7334), 378–381.
Monier, E., and Gao, X. (2015). “Climate change impacts on extreme events in the United States: An uncertainty analysis.” Clim. Change, 131, 67–81.
Petersen, M., Cao, T., Campbell, K. W., and Frankel, A. (2007). “Time-independent and time-dependent seismic hazard assessment for the state of California: Uniform California earthquake rupture forecast model 1.0.” Seismol. Res. Lett., 78(1), 99–109.
Reese, L. C., Wang, S. T., and Isenhower, W. M. (2004). Computer program LPILE Plus 5.0-technical manual, Ensoft, Austin, TX.
Richardson, E. V., and Davis, S. R. (2001). Evaluating scour at bridges, 4th Ed., Federal Highway Administration, Washington, DC.
Schwartz, D. P., and Coppersmith, K. J. (1984). “Fault behavior and characteristic earthquakes: Examples from the Wasatch and San Andreas faults.” J. Geophys. Res., 89(5), 5681–5698.
Stein, S. M., Young, G. K., Trent, R. E., and Pearson, D. R., (1999). “Prioritizing scour vulnerable bridges using risk.” J. Infrastruct. Syst., 95–101.
Titi, A., Biondini, F., and Frangopol, D. M. (2015). “Seismic resilience of deteriorating concrete structures.” Structures Congress 2015, N. Ingraffea and N. Libby, eds., ASCE, Reston, VA, 1649–1660.
TRB (Transportation Research Board). (2008). “Potential impacts of climate change on U.S. transportation.”, Washington, DC.
USGS (United States Geological Survey. (2003). “Earthquake probabilities in the San Francisco Bay region: 2002–2031.”, Menlo Park, CA.
Wehner, M. (2005). “Changes in daily precipitation and surface air temperature extremes in the IPCC AR4 models.” US CLIVAR Var., 3(3), 5–9.
Wen, Y., and Kang, Y. (2001). “Minimum building life-cycle cost design criteria. I: Methodology.” J. Struct. Eng., 330–337.
Yeo, G. L., and Cornell, C. A. (2005). “Stochastic characterization and decision bases under time-dependent aftershock risk in performance-based earthquake engineering.”, Univ. of California, Berkeley, CA.
Zhang, L., Silva, F., and Grismala, R. (2005). “Ultimate lateral resistance to piles in cohesionless soils.” J. Geotech. Geoenviron. Eng., 78–83.
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© 2016 American Society of Civil Engineers.
History
Received: Sep 29, 2015
Accepted: Jan 4, 2016
Published online: Mar 28, 2016
Discussion open until: Aug 28, 2016
Published in print: Oct 1, 2016
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