Report - PEER - University of California, Berkeley
Report - PEER - University of California, Berkeley Report - PEER - University of California, Berkeley
MODELING CONSIDERATIONS IN PROBABILISTIC PERFORMANCEBASED SEISMIC EVALUATION OF HIGHWAY BRIDGESSashi K. KUNNATH 1 and Leah I. LARSON 2ABSTRACTLimitations associated with deterministic methods to quantify demands and develop rationalacceptance criteria have led to the emergence of probabilistic procedures in performance-basedseismic engineering (PBSE). The Pacific Earthquake Engineering Research (PEER)performance-based methodology is one such approach. In this paper, the impact of certainmodeling decisions made at different stages of the evaluation process is examined. Modeling,in the context of this paper, covers hazard modeling, structural modeling, damage modeling andloss modeling. The specific application considered in this study is a section of an existingviaduct in California: the I-880 interstate highway. Several simulation models of the viaduct aredeveloped, a series of nonlinear time history analyses are carried out to predict demands,measures of damage are evaluated and the closure probability of the viaduct is estimated for thespecified hazard at the site. Results indicate that the assessment is particularly sensitive to thedispersion in the demand estimation, which in turn is influenced by the ground motion scalingprocedure.Keywords: Bridge; Fragility functions; Nonlinear time-history analysis; Performancebasedseismic engineering; Seismic evaluation; Soil-foundation interaction.1. INTRODUCTIONEarly attempts in probabilistic seismic evaluation can be traced to the developmentand application of fragility curves. A formal implementation utilizing a probabilisticapproach in seismic evaluation and design materialized with FEMA-350 (2000). ThePEER performance-based framework may be regarded as an extension and anenhancement of the procedure developed for FEMA-350 (Cornell et al., 2002). Aconceptual description of the methodology, based on the total probability theorem, isexpressed as follows:ν ( DV ) = ∫∫G(DV | DM ) dG( DM | EDP ) dG( EDP | IM ) dλ(IM ) (1)1 Professor, Civil & Environmental Engineering, University of California, Davis, CA 956162 Graduate Student, Civil & Environmental Engineering, University of California, Davis, CA 9561665
where ν ( DV ) is the probabilistic description of the decision variable (for example,the annual rate of exceeding a certain repair cost), DM represents the damagemeasure, EDP represents the engineering demand parameter (drift, plastic rotation,etc.) and IM represents the intensity measure (characterizing the hazard). Theexpression of the form P(A|B) is essentially a cumulative distribution function or theconditional probability that A exceeds a specified limit for a given value of B. Theterms that appear in the above equation can be deaggregated using the totalprobability theorem that assumes that each operation is mutually independent. Oneuseful application of Equation (1) is to derive the mean annual probability ofexceeding a DV given an IM.While probabilistic methods offer distinct advantages over deterministicapproaches, it is important to be cognizant of the assumptions that underlie theframework. A closer look at the PEER methodology indicates that the resultingevaluation is a function of four separate modeling tasks: hazard, demand, damage anddecision-making. Suppositions and simplifications are often introduced at variousmodeling phases that can impact the final outcome of the assessment. This paperattempts to investigate the sensitivity of modeling assumptions introduced at differentstages of a performance-based evaluation using the PEER framework.2. APPLICATION OF THE PEER METHODOLOGY TO AN EXISTINGVIADUCT IN CALIFORNIAThe expected seismic performance of a section of the I-880 viaduct constructed in themid-1990s as part of the California Department of Transportations (CALTRANS)Cypress Replacement Project in Oakland, California, is evaluated using the PEERPBSE framework. The specific issues investigated include: modeling of the sitehazard and issues related to scaling the ground motions; modeling of the system, thelevel of detail that is needed to establish reliable estimates of performance, and issuesrelated to soil-foundation-structure interaction (SFSI) and P-delta effects;considerations in damage modeling; and finally, the significance of subjectivedecisions made by bridge inspectors in post-earthquake reconnaissance.2.1 Description of the ViaductThe rebuilt segment of the I-880 (Figure 1) is a seven-frame structure consisting of 26spans and a total length of approximately 1140 m. The site is located within 7-8 kmof the Hayward Fault. The soils on the site near the San Francisco Bay consist ofdense fill, Bay mud and sand, covering deep clay deposits. The superstructure iscomposed of 7 cast-in place reinforced concrete box girders, approximately 21.8 mwide, 2.0 m tall and 0.3 m in depth. All columns of the viaduct have rectangularcross-sections with circular reinforcement. While a majority of the columns havecontinuous moment connections at the column-deck and column-pile-cap region,some bents have pinned connections at either the column-pile-cap or column-deck66
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where ν ( DV ) is the probabilistic description <strong>of</strong> the decision variable (for example,the annual rate <strong>of</strong> exceeding a certain repair cost), DM represents the damagemeasure, EDP represents the engineering demand parameter (drift, plastic rotation,etc.) and IM represents the intensity measure (characterizing the hazard). Theexpression <strong>of</strong> the form P(A|B) is essentially a cumulative distribution function or theconditional probability that A exceeds a specified limit for a given value <strong>of</strong> B. Theterms that appear in the above equation can be deaggregated using the totalprobability theorem that assumes that each operation is mutually independent. Oneuseful application <strong>of</strong> Equation (1) is to derive the mean annual probability <strong>of</strong>exceeding a DV given an IM.While probabilistic methods <strong>of</strong>fer distinct advantages over deterministicapproaches, it is important to be cognizant <strong>of</strong> the assumptions that underlie theframework. A closer look at the <strong>PEER</strong> methodology indicates that the resultingevaluation is a function <strong>of</strong> four separate modeling tasks: hazard, demand, damage anddecision-making. Suppositions and simplifications are <strong>of</strong>ten introduced at variousmodeling phases that can impact the final outcome <strong>of</strong> the assessment. This paperattempts to investigate the sensitivity <strong>of</strong> modeling assumptions introduced at differentstages <strong>of</strong> a performance-based evaluation using the <strong>PEER</strong> framework.2. APPLICATION OF THE <strong>PEER</strong> METHODOLOGY TO AN EXISTINGVIADUCT IN CALIFORNIAThe expected seismic performance <strong>of</strong> a section <strong>of</strong> the I-880 viaduct constructed in themid-1990s as part <strong>of</strong> the <strong>California</strong> Department <strong>of</strong> Transportations (CALTRANS)Cypress Replacement Project in Oakland, <strong>California</strong>, is evaluated using the <strong>PEER</strong>PBSE framework. The specific issues investigated include: modeling <strong>of</strong> the sitehazard and issues related to scaling the ground motions; modeling <strong>of</strong> the system, thelevel <strong>of</strong> detail that is needed to establish reliable estimates <strong>of</strong> performance, and issuesrelated to soil-foundation-structure interaction (SFSI) and P-delta effects;considerations in damage modeling; and finally, the significance <strong>of</strong> subjectivedecisions made by bridge inspectors in post-earthquake reconnaissance.2.1 Description <strong>of</strong> the ViaductThe rebuilt segment <strong>of</strong> the I-880 (Figure 1) is a seven-frame structure consisting <strong>of</strong> 26spans and a total length <strong>of</strong> approximately 1140 m. The site is located within 7-8 km<strong>of</strong> the Hayward Fault. The soils on the site near the San Francisco Bay consist <strong>of</strong>dense fill, Bay mud and sand, covering deep clay deposits. The superstructure iscomposed <strong>of</strong> 7 cast-in place reinforced concrete box girders, approximately 21.8 mwide, 2.0 m tall and 0.3 m in depth. All columns <strong>of</strong> the viaduct have rectangularcross-sections with circular reinforcement. While a majority <strong>of</strong> the columns havecontinuous moment connections at the column-deck and column-pile-cap region,some bents have pinned connections at either the column-pile-cap or column-deck66