Multi-hazard risk assessment of highway bridges subjected to earthquake and hurricane hazards

被引:182
作者
Kameshwar, Sabarethinam [1 ]
Padgett, Jamie E. [1 ]
机构
[1] Rice Univ, Dept Civil & Environm Engn, Houston, TX 77005 USA
基金
美国国家科学基金会;
关键词
Multi-hazard; Earthquake; Hurricane; Risk; Metamodel; RESILIENT BRIDGES; MODELING FREQUENT; DESIGN; METHODOLOGY; RELIABILITY;
D O I
10.1016/j.engstruct.2014.05.016
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper presents a Parameterized Fragility based Multi Hazard Risk Assessment (PF-MHRA) procedure risk for assessment of a portfolio of highway bridges subjected to earthquake and hurricane events. As a part of this approach, parametric bridge fragility functions are generated for the two hazards, which are an advance over conventional fragility curves as they can be used for bridges with different geometric and structural properties given exposure to different hazard types. The parametric bridge fragility functions are derived using metamodels and stepwise logistic regression with a non-linear logit function. The relative change in hurricane and earthquake fragilities of the bridges is captured by the parametric fragility functions given variation in design details or geometric parameters of the bridges. These fragility functions are combined with regional hazard data to evaluate annual risk, which is measured as the annual probability of damage. For this purpose, hazard input parameters are identified for earthquakes and hurricane events and a new risk assessment procedure for bridges subjected to hurricane wave and surge loading is also developed. Furthermore, coupling of the risk assessment procedure with parameterized fragilities enables a comparative assessment of the contributions of different hazards to the total risk as the bridge details differ in a portfolio. The proposed framework is applied to multi-span simply supported concrete girder bridges located in South Carolina. The application demonstrates the identification and derivation of input models for the multi-hazard risk assessment for earthquakes and hurricane induced storm surge and wave loading. By applying the proposed method, insights are gained on the influence of different bridge geometries and hazard exposure conditions to the risk of bridge damage. The potential of the proposed procedure to serve as an aid to risk based design of bridges is also highlighted. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:154 / 166
页数:13
相关论文
共 73 条
[11]   Improved seismic hazard model with application to probabilistic seismic demand analysis [J].
Bradley, Brendon A. ;
Dhakal, Rajesh P. ;
Cubrinovski, Misko ;
Mander, John B. ;
MacRae, Greg A. .
EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, 2007, 36 (14) :2211-2225
[12]  
Buhmann M.D., 2003, C MO AP C M, V12, P259, DOI 10.1017/CBO9780511543241
[13]   A modified method for inferring upper troposphere cloud top height using the GOES 12 imager 10.7 and 13.3 μm data [J].
Chang, Fu-Lung ;
Minnis, Patrick ;
Lin, Bing ;
Khaiyer, Mandana M. ;
Palikonda, Rabindra ;
Spangenberg, Douglas A. .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2010, 115
[14]  
Cristianini Nello, 2000, An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods, DOI DOI 10.1017/CB09780511801389
[15]   Risk assessment of highway bridges under multiple hazards [J].
Deco, Alberto ;
Frangopol, Dan M. .
JOURNAL OF RISK RESEARCH, 2011, 14 (09) :1057-1089
[16]   Non-ergodicity and PEER's framework formula [J].
Der Kiureghian, A .
EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, 2005, 34 (13) :1643-1652
[17]  
DesRoches R., 2006, Hurricane Katrina: Performance of Transportation Systems
[18]  
Dukes J.D., 2013, Application of Bridge Specific Fragility Analysis in the Seismic Design Process of Bridges in California
[19]   Parameterization and simulation of near bed orbital velocities under irregular waves in shallow water [J].
Elfrink, Berry ;
Hanes, Daniel M. ;
Ruessink, B. G. .
COASTAL ENGINEERING, 2006, 53 (11) :915-927
[20]   Fragility assessment of building structural systems in Mid-America [J].
Ellingwood, Bruce R. ;
Celik, Ozan Cem ;
Kinali, Kursat .
EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, 2007, 36 (13) :1935-1952