TECHNICAL PAPERS
May 15, 2009

Reliability Estimation for Networks of Reinforced Concrete Bridges

Publication: Journal of Infrastructure Systems
Volume 15, Issue 2

Abstract

Transportation networks are critical lifelines and their functionality after an earthquake is of primary importance for life safety and economic recovery of a community, yet they can be severely damaged during earthquakes. Reinforced concrete bridges are particularly vulnerable segments of these networks and have been severely damaged in past earthquakes. Past approaches for estimating traffic disruptions due to earthquakes have relied on computationally expensive simulations and have tended to overestimate postearthquake traffic volumes. This paper makes use of predictive fragility estimates to compute the conditional probability that a bridge in the network attains or exceeds a specified performance level for a given value of the ground motion intensity. The predictive fragilities incorporate the relevant sources of uncertainty inherent in the phenomenon. The focus of the paper is on network connectivity rather than traffic flow. The outcomes of the proposed approach can then be used by traffic models to accurately reflect postdisaster conditions. A block sampling-based simulation technique is used to estimate the network connectivity. This new approach provides a convenient, quick estimation of network reliability that complements computationally expensive traffic models.

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References

Ahuja, R. K., Magnanti, T. L., and Orlin, J. B. (1993). Network flows, Prentice-Hall, Englewood Cliffs, N.J.
Applied Technology Council. (1985). “Earthquake damage evaluation data for California.” Rep. No. ATC-13, Redwood City, Calif.
Applied Technology Council. (1996). “Improved seismic design criteria for California bridges.” Rep. No. ATC-32, Palo Alto, Calif.
Basoz, N., and Kiremidjian, A. S. (1997). “Risk assessment of bridges and highway systems from the Northridge earthquake.” Proc., National Seismic Conf. on Bridges and Highways: Progress in Research and Practice, Sacramento, Calif., 65–79.
Caltrans. (1999). Seismic design criteria, 1.1. Ed., California Department of Transportation.
Campbell, K. (1997). “Empirical near-source attenuation relationship for horizontal and vertical components of peak group acceleration, peak ground velocity, and pseudo-absolute acceleration response spectra.” Seismol. Res. Lett., 68(1), 154–197.
Cho, S., Huyck, C. K., Ghosh, S., and Eguchi, R. T. (2003). “A validation study of the REDARS earthquake loss estimation software program.” Proc., 6th U.S. Conf. and Workshop on Lifeline Engineering, ASCE, Reston, Va., 878–885.
Chopra, A. K. (1995). “Dynamics of structures: Theory and applications to earthquake engineering, Prentice-Hall, Upper Saddle River, N.J.
Federal Emergency Management Agency (FEMA). (1997a). “Commentary on the guidelines for the seismic rehabilitation of buildings.” FEMA 274, Washington, D.C.
Federal Emergency Management Agency (FEMA). (1997b). “Guidelines for the seismic rehabilitation of buildings.” FEMA 273, Washington, D.C.
Fukushima, S., Kai, Y., and Yashiro, K. (1996). “Study on the fragility of system—Part 1: Structure with brittle elements in its stories.” Proc., 11th World Conf. on Earthquake Engineering, Vol. 1, Pergamon, Elsevier Science, Oxford, U.K., Paper No. 333.
Gardoni, P., Der Kiureghian, A., and Mosalam, K. M. (2002). “Probabilistic capacity models and fragility estimates for RC columns based on experimental observations.” J. Eng. Mech., 128(10), 1024–1038.
Gardoni, P., Mosalam, K. M., Der Kiureghian, A. (2003). “Probabilistic seismic demand models and fragility estimates for RC brides.” J. Earthquake Eng., 7(1), 79–106.
Haukaas, T., and Der Kiureghian, A. (2004). “Finite element reliability and sensitivity methods for performance-based earthquake engineering.” Rep. No. PEER 2003/14, Pacific Earthquake Engineering Research Center, Univ. of California, Berkeley, Calif.
Hwang, H. H. M., and Huo, J- R. (1994). “Generation of hazard-consistent fragility curves for seismic loss estimation studies.” Technical Rep. No. NCEER-94–0015, National Center for Earthquake Engineering Research, State Univ. of New York at Buffalo, Buffalo, N.Y.
Kai, Y., and Fukushima, S. (1996). “Study on the fragility of system—Part 2: System with ductile elements in its stories.” Proc., 11th World Conf. on Earthquake Engineering, Vol. 1, Pergamon, Elsevier Science, Oxford, U.K., Paper No. 334.
Karim, K. R., and Yamazaki, F. (2001). “Effect of earthquake ground motions on fragility curves of highway bridge piers based on numerical simulation.” Earthquake Eng. Struct. Dyn., 30(12), 1839–1856.
Konak, A., Smith, A. E., and Kulturel-Konak, S. (2004). “New event-driven sampling techniques for network reliability estimation.” Proc., Winter Simulation, Washington, D.C., 224–231.
Liu, M., and Frangopol, D. M., (2005a). “Balancing connectivity of deteriorating bridge networks and long-term maintenance cost through optimization.” J. Archit. Eng., 10(4), 468–481.
Liu, M., and Frangopol, D. M. (2005b). “Time dependent bridge network reliability: Novel approach.” J. Struct. Eng., 131(2), 329–337.
Loh, C. H., Yeh, C. H., and Liu, S. H. (2004). “Seismic reliability analysis of transportation networks.” Proc., 3rd Taiwan–Japan Workshop on Lifeline Performance and Disaster Mitigation, Taipei, Taiwan, 289–299
Mackie, K., and Stojadinović, B. (2001). “Probabilistic seismic demand model for California highway bridges.” J. Archit. Eng., 6(6), 468–481.
Mander, J. B., and Basoz, N. (1999). “Seismic fragility curve theory for highway bridges.” Proc., 5th U.S. Conf. on Lifeline Earthquake Engineering, ASCE, Reston, Va., 31–40.
Park, Y.-J., and Ang, A. (1985). “Mechanistic seismic damage model for reinforced concrete.” J. Struct. Eng., 111(4); 722–739.
Riddell, R., and Newmark, N. M. (1979). “Statistical analysis of the response of nonlinear systems subject to earthquakes.” Structural Research Series No. 468, Univ. of Illinois at Urbana-Champaign, Urbana, Ill.
Shinozuka, M., Feng, M. Q., Kim, H. -K., and Kim, S. -H. (2000a). “Nonlinear static procedure for fragility curve development.” J. Eng. Mech., 126(12), 1287–1295.
Shinozuka, M., Feng, M. Q., Lee, J., and Naganuma, T. (2000b). “Statistical analysis of fragility curves.” J. Eng. Mech., 126(12), 1224–1231.
Singhal, A., and Kiremidjian, A. (1998). “Bayesian updating of fragilities with application to RC frames.” J. Struct. Eng., 124(8), 922–929.
Tanaka, S., Kameda, H., Nojima, N., and Ohnishi, S. (2000). “Evaluation of seismic fragility for highway transportation systems.” Proc., 12th World Conf. on Earthquake Engineering, Upper Hutt, New Zealand, Paper No. 0546.
Waller, T., and Ziliaskopoulos, A. K., (2006). “A chance-constrained based stochastic dynamic traffic assignment model: Analysis, formulation and solution algorithms.” Transp. Res., Part C: Emerg. Technol., 14(6), 418–427.
Werner, S. D., (2003). “Current developments and future directions for seismic risk analysis of highway systems.” Proc., 6th U.S. Conf. and Workshop on Lifeline Engineering, ASCE, Reston, Va., 849–858.
Yamazaki, F., Motomura, H., and Hamada, T. (2000). “Damage assessment of expressway networks in Japan based on seismic monitoring.” Proc., 12th World Conf. on Earthquake Engineering, Upper Hutt, New Zealand, Paper No. 0551.

Information & Authors

Information

Published In

Go to Journal of Infrastructure Systems
Journal of Infrastructure Systems
Volume 15Issue 2June 2009
Pages: 61 - 69

History

Received: Aug 30, 2006
Accepted: Jan 30, 2008
Published online: May 15, 2009
Published in print: Jun 2009

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Authors

Affiliations

Seth Guikema, M.ASCE E-mail: [email protected]
Assistant Professor, Dept. of Geography and Environmental Engineering, John Hopkins Univ., Baltimore, MD 21218 (corresponding author). E-mail: [email protected]
Paolo Gardoni, M.ASCE
Assistant Professor, Zachry Dept. of Civil Engineering, Texas A&M Univ., 3136 TAMU, College Station, TX 77843-3136.

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