Technical Papers
Nov 9, 2015

Assessment of Postearthquake Losses in a Network of Aging Bridges

Publication: Journal of Infrastructure Systems
Volume 22, Issue 2

Abstract

The current study approaches the issue of deteriorating civil infrastructure components in a systematic manner through microscale, mesoscale, and macroscale investigations. At the microscale, the integrity of individual network components is examined considering the extent of deterioration due to aggressive environmental conditions and climatic effects. For this purpose, the deterioration of structural members is evaluated through a detailed finite-element framework and the corresponding structural models are updated at regular time intervals to capture the effects of aging mechanisms. To quantify the vulnerability of deteriorating components subjected to earthquake events, a series of nonlinear time-history analyses are performed and time-dependent seismic fragility curves are generated. Based on the state of damage in the network components under a set of scenario earthquakes, appropriate damage indexes are introduced to measure the postevent functionality of the network at the mesoscale. Through the study of a full-scale transportation network that serves a large metropolitan area, an integrated traffic assignment model is then developed to estimate the travel time in the network before and after an earthquake event. At the macroscale, the analyses go above and beyond the components of the transportation network and provide a holistic approach to calculate the losses associated with disruptions in deteriorating networks due to extreme events.

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References

Ahuja, R. K., Magnanti, T. L., and Orlin, J. B. (1993). Network flows: Theory, algorithms, and applications, Prentice Hall, NJ.
Akiyama, M., Frangopol, D. M., and Matsuzaki, H. (2011). “Life-cycle reliability of RC bridge piers under seismic and airborne chloride hazards.” J. Earthquake Eng. Struct. Dyn., 40(15), 1671–1687.
Alipour, A. (2010). “Life-cycle performance assessment of highway bridges under multi-hazard conditions and environmental stressors.” Ph.D. dissertation, Dept. of Civil and Environmental Engineering, Univ. of California, Irvine, CA.
Alipour, A., Shafei, B., and Shinozuka, M. (2011). “Performance evaluation of deteriorating highway bridges in high seismic areas.” J. Bridge Eng., 597–611.
Alipour, A., Shafei, B., and Shinozuka, M. (2012). “A multi-hazard framework for optimum life-cycle cost design of reinforced concrete bridges.” Structural seismic design optimization and earthquake engineering: Formulations and applications, IGI Global, Hershey, PA, 76–104.
Alipour, A., Shafei, B., and Shinozuka, M. (2013). “Capacity loss evaluation of reinforced concrete bridges located in extreme chloride-laden environments.” J. Struct. Infrastruct. Eng., 9(1), 8–27.
ASCE. (2013). “Report card on America’s infrastructure.” Reston, VA.
Bruneau, M., et al. (2003). “A framework to quantitatively assess and enhance the seismic resilience of communities.” Earthquake Spectra, 19(4), 733–752.
Caltrans. (2006). “Caltrans seismic design criteria.” California Dept. of Transportation, Sacramento, CA.
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, Berkley, CA.
Chang, S. E., and Nojima, N. (1998). “Measuring lifeline system performance: Highway transportation system in recent earthquakes.” Proc., 6th National Conf. on Earthquake Engineering, Earthquake Engineering Research Institute, Oakland, CA.
Chang, S. E., Shinozuka, M., and Moore, J. (2000). “Probabilistic earthquake scenarios: extending risk analysis methodologies to spatially distributed systems.” Earthquake Spectra, 16(3), 557–572.
Chen, A., Yang, H., Lo, H. K., and Tang, W. H. (2002). “Capacity reliability of a road network: An assessment methodology and numerical results.” Transp. Res. Part B Method., 36(3), 225–252.
Ching, J., and Hsu, W-H. (2007). “An efficient method for evaluating origin-destination connectivity reliability of real-world lifeline networks.” J. Comput.-Aided Civ. Infrastruct. Eng., 22(8), 584–596.
Choe, D. E., Gardoni, P., Rosowsky, D., and Haukaas, T. (2009). “Seismic fragility estimates for reinforced concrete bridges subject to corrosion.” J. Struct. Saf., 31(4), 275–283.
Choi, E., DesRoches, R., and Nielson, B. (2004). “Seismic fragility of typical bridges in moderate seismic zones.” J. Eng. Struct., 26(2), 187–199.
Du, Y. G., Clark, L. A., and Chan, A. H. C. (2005a). “Effect of corrosion on ductility of reinforcing bars.” Mag. Concr. Res., 57(7), 407–419.
Du, Y. G., Clark, L. A., and Chan, A. H. C. (2005b). “Residual capacity of corroded reinforcing bars.” Mag. Concr. Res., 57(3), 135–147.
Duenas-Osorio, L., and Vemuru, S. M. (2009). “Cascading failures in complex infrastructure systems.” J. Struct. Saf., 31(2), 157–167.
El Maadawy, T., and Soudki, K. (2007). “A model for prediction of time from corrosion initiation to corrosion cracking.” J. Cem. Concr. Compos., 29(3), 168–175.
Fan, Y., and Liu, C. (2010). “Solving stochastic transportation network protection problems using the progressive Hedging-based method.” J. Networks Spatial Econ., 10(2), 198–208.
Fang, C., Lundgren, K., Chen, L., and Zhu, C. (2004). “Corrosion influence on bond in reinforced concrete.” J. Cem. Concr. Res., 34(11), 2159–2167.
Furtado, M., and Alipour, A. (2014). “Cost assessment of highway bridge network subjected to extreme seismic events.” Transp. Res. Rec., 2459, 29–36.
Ghosh, J., and Padgett, J. E. (2010). “Seismic life-cycle cost evaluation of aging bridges based on component repair costs estimates.” Proc., 2nd Int. Symp. on Life-Cycle Civil Engineering (IALCCE), Taipei, Taiwan.
HAZUS-MH [Computer software]. FEMA, Washington, DC.
Hwang, H., Liu, J. B., and Chiu, Y.-H. (2001). “Seismic fragility analysis of highway bridges.”, Center for Earthquake Research and Information, Univ. of Memphis, Memphis, TN.
Jha, M., Moore, K., and Pashaie, B. (2004). “Emergency evacuation planning with microscopic traffic simulation.”, 1886, 40–48.
Kim, Y., Spencer, B. F., and Elnashai, A. S. (2008). “Seismic loss assessment and mitigation for critical urban infrastructure systems.”, Newmark Structural Engineering Laboratory, Univ. of Illinois at Urbana-Champaign, Urbana, IL.
Kiremidjian, A. S., Moore, J. E., Fan, Y. Y., Yazlali, O., Basoz, N., and Williams, M. (2007). “Seismic risk assessment of transportation network systems.” J. Earthquake Eng., 11(3), 371–382.
Lee, Y.-J., Song, J., Gardoni, P., and Lim, H. W. (2010). “Post-hazard flow capacity of bridge transportation network considering structural deterioration of bridges.” J. Struct. Infrastruct. Eng., 7(7–8), 509–521.
Li, J., Gong, J., and Wang, L. (2009). “Seismic behavior of corrosion-damaged reinforced concrete columns strengthened using combined carbon fiber-reinforced polymer and steel jacket.” Constr. Build. Mater., 23(7), 2653–2663.
Liu, C., Fan, Y. Y., and Ordonez, F. (2009). “A two-stage stochastic programming model for transportation network protection.” J. Comput. Oper. Res., 36(5), 1582–1590.
Miller-Hooks, E., Zhang, X., and Faturechi, R. (2012). “Measuring and maximizing resilience of freight transportation networks.” J. Comput. Operat. Res., 39(7), 1633–1643.
Moore, J., Kim, G., Cho, S., Hu, H., and Xu, R. (1997). “An evaluation plan for the Los Angeles freeway service patrol.”, California Partners for Advanced Transit and Highways, Los Angeles.
Murray, A. T., Matisziw, T. C., and Grubesic, T. H. (2008). “A methodological overview of network vulnerability analysis.” J. Growth Change, 39(4), 573–592.
NBI (National Bridge Inventory). (2009). 〈http://www.fhwa.dot.gov/bridge/nbi〉 (Apr. 15, 2011).
Nijkamp, P., and Reggiani, A. (1992). Interaction, evolution and chaos in space, Springer, Berlin.
Nojima, N., and Sugito, M. (2000). “Simulation and evaluation of post-earthquake functional performance of transportation network.” Proc., 12th World Conf. on Earthquake Engineering, Auckland, New Zealand.
Priestly, M. J. N., Seible, F., and Calvi, G. M. (1996). Seismic design and retrofit of bridges, Wiley, New York.
Reggiani, A. (2013). “Network resilience for transport security: Some methodological considerations.” Transp. Policy, 28, 63–68.
Rojahn, C., Scawthorn, C., and Khater, M. (1992). “Transportation lifeline losses in large eastern earthquakes.” Proc., Lifeline Earthquake Engineering in the Central and Eastern U.S., ASCE, New York.
Rokneddin, K., Ghosh, J., Padgett, J. E., and Duenas-Osorio, L. (2011). “The effects of deteriorating bridges on the bridge network connectivity.” Proc., 2011 Structures Congress, Las Vegas, 2993–3007.
Shafei, B. (2011). “Stochastic finite-element analysis of reinforced concrete structures subjected to multiple environmental stressors.” Ph.D. dissertation, Dept. of Civil and Environmental Engineering, Univ. of California, Irvine, CA.
Shafei, B., and Alipour, A. (2015a). “Application of large-scale non-Gaussian stochastic fields for the study of corrosion-induced structural deterioration.” J. Eng. Struct., 88, 262–276.
Shafei, B., and Alipour, A. (2015b). “Estimation of corrosion initiation time in reinforced concrete bridge columns: How to incorporate spatial and temporal uncertainties.” J. Eng Mech., 04015037.
Shafei, B., Alipour, A., and Shinozuka, M. (2012). “Prediction of corrosion initiation in reinforced concrete members subjected to environmental stressors: A finite-element framework.” J. Cem. Concr. Res., 42(2), 365–376.
Shafei, B., Alipour, A., and Shinozuka, M. (2013). “A stochastic computational framework to investigate the initial stage of corrosion in reinforced concrete superstructures.” J. Comput.-Aided Civ. Infrastruct. Eng., 28(7), 482–494.
Shinozuka, M., et al. (2005). “Socio-economic effect of seismic retrofit implemented on bridges in the Los Angeles highway network.”, California Dept. of Transportation, Sacramento, CA.
Shinozuka, M., Rose, A., and Eguchi, R. T. (1998). “Engineering and socioeconomic impact of earthquake: An analysis of electricity lifeline disruptions in the New Madrid area.”, Multidisciplinary Center for Earthquake Engineering Research (MCEER), Buffalo, NY.
Shiraki, N., Shinozuka, M., Moore, J. E., Chang, S. E., Kameda, H., and Tanaka, S. (2007). “System risk curves: Probabilistic performance scenarios for highway networks subject to earthquake damage.” J. Infrastruct. Syst., 43–54.
Simon, J., Bracci, J. M., and Gardoni, P. (2010). “Seismic response and fragility of deteriorated reinforced concrete bridges.” J. Struct. Eng., 1273–1281.
Stergiou, E. C., and Kiremidjian, A. S. (2010). “Risk assessment of transportation systems with network functionality losses.” J. Struct. Infrastruct. Eng., 6(1–2), 111–125.
Vidal, T., Catel, A., and Francois, R. (2004). “Analyzing crack width to predict corrosion in reinforced concrete.” J. Cem. Concr. Res., 34(1), 165–174.
Viswanath, K., and Peeta, S. (2003). “Multicommodity maximal covering network design problem for planning critical routes for earthquake response.”, 1857, 1–10.
Werner, S. D., et al. (2006). “REDARS 2: Methodology and software for seismic risk analysis of highway systems.”, Multidisciplinary Center for Earthquake Engineering Research (MCEER), Buffalo, NY.
Yang, C. S., DesRoches, R., and Padgett, J. E. (2009). “Fragility curves for a typical California box girder bridge.” Proc., Technical Council on Lifeline Earthquake Engineering Conf., ASCE, Reston, VA.
Zhou, Y., Banerjee, S., and Shinozuka, M. (2011). “Socio-economic effect of seismic retrofit of bridges for highway transportation networks: A pilot study.” J. Struct. Infrastruct. Eng., 6(1–2), 145–157.

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Go to Journal of Infrastructure Systems
Journal of Infrastructure Systems
Volume 22Issue 2June 2016

History

Received: Aug 18, 2013
Accepted: Mar 2, 2015
Published online: Nov 9, 2015
Discussion open until: Apr 9, 2016
Published in print: Jun 1, 2016

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Authors

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Alice Alipour, Ph.D., M.ASCE [email protected]
P.E.
Assistant Professor, Dept. of Civil, Construction and Environmental Engineering, Iowa State Univ., Ames, IA 50011 (corresponding author). E-mail: [email protected]
Behrouz Shafei, Ph.D., M.ASCE [email protected]
P.E.
Assistant Professor, Dept. of Civil, Construction and Environmental Engineering, Iowa State Univ., Ames, IA 50011. E-mail: [email protected]

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