Seismic Fragility Analysis

Seismic fragility is the probability that a geotechnical, structural, and/or nonstructural system violates at least a limit state when subjected to a seismic event of specified intensity. Current methods for fragility analysis use peak ground acceleration (PGA), pseudo spectral acceleration (PSa), velocity (PSv), or spectral displacement (Sd) to characterize seismic intensity. While these descriptions of seismic intensity are attractive for applications, they cannot capture the essential properties of the ground motion, since the probability law of a stochastic process cannot be specified by, for example its maximum over a time interval. The paper presents a method for calculating system fragility as a function of moment magnitude m and source-to-site distance r, referred to as fragility surface. The seismic ground motion intensity is characterized by seismic activity matrix, i.e., the relative frequency of the earthquakes with various m and r. According to the specific barrier model the probability law of the ground motion process is completely characterized by m, r, underlying soil at the site and other parameters. A structural/nonstructural system located in New York City is used to demonstrate the methodology. Fragility surfaces for different limit states are obtained for the system and its components. Introduction Fragility curves show the probability of a system reaching a limit state as a function of some measure of seismic intensity such as peak ground acceleration PGA (Hwang and Huo, 1994; Hwang and Jaw, 1990), pseudo spectral acceleration PSa (Singhal and Kiremidjian, 1996), or moment magnitude m and source-to-site distance r of the seismic event (Seidel et al., 1989). A single parameter such as PGA or PSa cannot represent completely an entire function of time. PGA is an inadequate parameter for characterizing ground motion (Swell, 1989) and correlates weakly with both observed and theoretically computed structural damages. This paper presents an alternative method for indexing fragility. The method is based on seismic activity matrix and a ground acceleration model called specific barrier model (Papageorgiou and Aki, 1983a; Papageorgiou and Aki, 1983b). Kafali and Grigoriu 1

[1]  J. Baker,et al.  Spectral shape, epsilon and record selection , 2006 .

[2]  Mircea Grigoriu,et al.  Vector-Process Models for System Reliability , 1977 .

[3]  Jamshid Ghaboussi,et al.  Generating multiple spectrum compatible accelerograms using stochastic neural networks , 2001 .

[4]  Mahesh D. Pandey,et al.  Application of Hilbert-Huang Transform in Generating Spectrum-Compatible Earthquake Time Histories , 2011 .

[5]  Norman A. Abrahamson,et al.  Site-Specific Design Spectra for Vertical Ground Motion , 2011 .

[6]  Gail M. Atkinson,et al.  Compatible ground-motion time histories for new national seismic hazard maps , 1998 .

[7]  M. K. Ravindra,et al.  Seismic fragilities for nuclear power plant risk studies , 1984 .

[8]  N. Abrahamson,et al.  Empirical Response Spectral Attenuation Relations for Shallow Crustal Earthquakes , 1997 .

[9]  C. Cornell,et al.  Correlation of Response Spectral Values for Multicomponent Ground Motions , 2006 .

[10]  David M. Boore,et al.  A note on the use of random vibration theory to predict peak amplitudes of transient signals , 1984 .

[11]  S. Levy,et al.  Generation of artificial time-histories, rich in all frequencies, from given response spectra , 1976 .

[12]  A G Davenport,et al.  NOTE ON THE DISTRIBUTION OF THE LARGEST VALUE OF A RANDOM FUNCTION WITH APPLICATION TO GUST LOADING. , 1964 .

[13]  W. Silva,et al.  Stochastic Modeling of California Ground Motions , 2000 .

[14]  Mahesh D. Pandey,et al.  Generate floor response spectra, Part 2: Response spectra for equipment-structure resonance , 2015 .

[15]  A. Kiureghian A response spectrum method for random vibration analysis of mdf systems , 1981 .

[16]  I. M. Idriss,et al.  DEVELOPMENT OF DESIGN RESPONSE SPECTRAL SHAPES FOR CENTRAL AND EASTERN U , 2002 .

[17]  D. Perkins,et al.  National Seismic-Hazard Maps: Documentation June 1996 , 1996 .

[18]  A. H. Hadjian,et al.  Decoupling of Secondary Systems for Seismic Analysis , 1984 .

[19]  Robin K. McGuire,et al.  Spectral estimates of seismic shear waves , 1984 .

[20]  Gail M. Atkinson,et al.  Earthquake Ground-Motion Prediction Equations for Eastern North America , 2006 .

[21]  K. Campbell,et al.  NGA Ground Motion Model for the Geometric Mean Horizontal Component of PGA, PGV, PGD and 5% Damped Linear Elastic Response Spectra for Periods Ranging from 0.01 to 10 s , 2008 .

[22]  N. Abrahamson,et al.  An Improved Method for Nonstationary Spectral Matching , 2010 .

[23]  R. Mcguire Probabilistic seismic hazard analysis and design earthquakes: Closing the loop , 1995, Bulletin of the Seismological Society of America.

[24]  N. Huang,et al.  A New Spectral Representation of Earthquake Data: Hilbert Spectral Analysis of Station TCU129, Chi-Chi, Taiwan, 21 September 1999 , 2004 .

[25]  Mahesh D. Pandey,et al.  Generate floor response spectra: Part 1. Direct spectra-to-spectra method , 2015 .

[26]  Howard H. M. Hwang,et al.  Probabilistic Damage Analysis of Structures , 1990 .

[27]  Bijan Mohraz,et al.  A study of earthquake response spectra for different geological conditions , 1976 .

[28]  B. Gutenberg,et al.  Frequency of Earthquakes in California , 1944, Nature.

[29]  R. Scanlan,et al.  Earthquake Time Histories and Response Spectra , 1974 .

[30]  D. Boore Effect of Baseline Corrections on Displacements and Response Spectra for Several Recordings of the 1999 Chi-Chi, Taiwan, Earthquake , 2004 .

[31]  Shen Wang-xia Sensitivity Analysis for Floor Response Spectra of Nuclear Reactor Buildings , 2005 .

[32]  K. Campbell,et al.  THE VERTICAL-TO-HORIZONTAL RESPONSE SPECTRAL RATIO AND TENTATIVE PROCEDURES FOR DEVELOPING SIMPLIFIED V/H AND VERTICAL DESIGN SPECTRA , 2004 .

[33]  M. K. Kaul Spectrum-Consistent Time-History Generation , 1978 .

[34]  P. C. Rizzo,et al.  Development of real/synthetic time histories to match smooth design spectra☆ , 1975 .

[35]  K. Campbell PREDICTION OF STRONG GROUND MOTION USING THE HYBRID EMPIRICAL METHOD AND ITS USE IN THE DEVELOPMENT OF GROUND-MOTION (ATTENUATION) RELATIONS IN EASTERN NORTH AMERICA , 2003 .

[36]  R. Haddon,et al.  Earthquake source spectra in eastern North America , 1996, Bulletin of the Seismological Society of America.

[37]  Chang Chen,et al.  Definition of Statistically Independent Time Histories , 1975 .

[38]  Shahram Pezeshk,et al.  An Improvement on the Estimation of Pseudoresponse Spectral Velocity Using RVT Method , 1999 .

[39]  Howard H. M. Hwang,et al.  Generation of hazard-consistent fragility curves , 1994 .

[40]  Kristen Parrish,et al.  A simple uniform hazard design spectral shape for rock sites , 2007 .

[41]  C. Cornell,et al.  Disaggregation of seismic hazard , 1999 .

[42]  Ajaya K. Gupta,et al.  Dynamic decoupling of secondary systems , 1984 .

[43]  Jun Yang,et al.  A simple approach to integration of acceleration data for dynamic soil–structure interaction analysis , 2006 .

[44]  Roberto Villaverde,et al.  Fundamental Concepts of Earthquake Engineering , 2009 .

[45]  M. Longuet-Higgins,et al.  The statistical distribution of the maxima of a random function , 1956, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

[46]  André Preumont,et al.  The generation of spectrum compatible accelerograms for the design of nuclear power plants , 1984 .

[47]  JONATHAN HANCOCK,et al.  AN IMPROVED METHOD OF MATCHING RESPONSE SPECTRA OF RECORDED EARTHQUAKE GROUND MOTION USING WAVELETS , 2006 .

[48]  C. Cornell Engineering seismic risk analysis , 1968 .

[49]  P. D. Spanos,et al.  A statistical approach to generation of design spectrum compatible earthquake time histories , 1985 .

[50]  R. Narayana Iyengar,et al.  Generation of spectrum compatible accelerograms , 1979 .

[51]  R. P. Kennedy,et al.  Probabilistic seismic safety study of an existing nuclear power plant , 1980 .

[52]  George W. Housner,et al.  Integrated velocity and displacement of strong earthquake ground motion , 1961 .

[53]  C. Allin Cornell,et al.  Nonlinear Soil-Site Effects in Probabilistic Seismic-Hazard Analysis , 2004 .

[54]  Mahesh D. Pandey,et al.  Vector-Valued Uniform Hazard Spectra , 2012 .

[55]  G. Atkinson,et al.  Ground-Motion Prediction Equations for the Average Horizontal Component of PGA, PGV, and 5%-Damped PSA at Spectral Periods between 0.01 s and 10.0 s , 2008 .

[56]  A. Kiureghian Structural Response to Stationary Excitation , 1980 .

[57]  Bo Li,et al.  Generating Spectrum‐Compatible Time Histories Using Eigenfunctions , 2017 .

[58]  G. Ghodrati Amiri,et al.  Generation of Multiple Earthquake Accelerograms Compatible with Spectrum Via the Wavelet Packet Transform and Stochastic Neural Networks , 2009 .

[59]  Andrei M. Reinhorn,et al.  Seismic Damageability Assessment of R/C Buildings in Eastern U.S. , 1989 .

[60]  Anne S. Kiremidjian,et al.  Method for Probabilistic Evaluation of Seismic Structural Damage , 1996 .

[61]  J. Baker,et al.  Correlation of Spectral Acceleration Values from NGA Ground Motion Models , 2008 .

[62]  George L. Choy,et al.  Acceleration source spectra anticipated for large earthquakes in northeastern North America , 1992 .

[63]  Anil K. Chopra,et al.  A substructure method for earthquake analysis of structures including structure‐soil interaction , 1978 .

[64]  A. Frankel Mapping Seismic Hazard in the Central and Eastern United States , 1995 .

[65]  N. Huang,et al.  The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis , 1998, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[66]  Nien-Chien Tsai Spectrum-Compatible Motions for Design Purposes , 1972 .

[67]  Dong-Ho Choi,et al.  Multi-damping earthquake design spectra-compatible motion histories , 2003 .

[68]  N. Abrahamson,et al.  Nonlinear Site Amplification Factors for Constraining the NGA Models , 2008 .

[69]  BrianS-J. Chiou,et al.  An NGA Model for the Average Horizontal Component of Peak Ground Motion and Response Spectra , 2008 .

[70]  Mahesh D. Pandey,et al.  Generation of spectrum-compatible earthquake ground motions considering intrinsic spectral variability using Hilbert–Huang transform , 2013 .

[71]  André Preumont A method for the generation of artificial earthquake accelerograms , 1980 .

[72]  J. Baker,et al.  Statistical Tests of the Joint Distribution of Spectral Acceleration Values , 2008 .

[73]  Jack W. Baker,et al.  Which Spectral Acceleration are you Using? , 2006 .

[74]  Y. Wen Method for Random Vibration of Hysteretic Systems , 1976 .

[75]  Chin-Hsiung Loh,et al.  Application of the Empirical Mode Decomposition-Hilbert Spectrum Method to Identify Near-Fault Ground-Motion Characteristics and Structural Responses , 2004 .

[76]  N. Abrahamson,et al.  Orientation-Independent Measures of Ground Motion , 2006 .

[77]  N. Abrahamson,et al.  Summary of the Abrahamson & Silva NGA Ground-Motion Relations , 2008 .

[78]  Gail M. Atkinson,et al.  Typical uniform hazard spectra for eastern North American sites at low probability levels , 2007 .

[79]  Agathoklis Giaralis,et al.  Wavelet-based response spectrum compatible synthesis of accelerograms—Eurocode application (EC8) , 2009 .

[80]  Y. K. Wen,et al.  A Record-Based Method for the Generation of Tridirectional Uniform Hazard-Response Spectra and Ground Motions Using the Hilbert-Huang Transform , 2007 .

[81]  Benedikt Halldorsson,et al.  Earthquake motion input and its dissemination via the Internet , 2002 .

[82]  Shuo Ma,et al.  Signatures of the Seismic Source in EMD-Based Characterization of the 1994 Northridge, California, Earthquake Recordings , 2003 .

[83]  Gail M. Atkinson,et al.  Evaluation of models for earthquake source spectra in eastern North America , 1998, Bulletin of the Seismological Society of America.

[84]  Russell A. Green,et al.  Damping Correction Factors for Horizontal Ground-Motion Response Spectra , 2007 .

[85]  Nathan M. Newmark,et al.  Seismic Design Spectra for Nuclear Power Plants , 1973 .

[86]  Mahesh D. Pandey,et al.  Tri-directional spectrum-compatible earthquake time-histories for nuclear energy facilities , 2011 .

[87]  Robert P. Kennedys Overview or Methods for Seismic PRA and Marein Analysis Including Recent Innovations , 1999 .