Impact of epistemic and aleatory uncertainties on the seismic reliability assessment of existing structures

被引:9
|
作者
Hofer, Lorenzo [1 ]
Toska, Klajdi [2 ,3 ]
Zanini, Mariano Angelo [1 ]
机构
[1] Univ Padua, Dept Civil Environm & Architectural Engn, Padua, Italy
[2] CY Cergy Paris Univ, Lab Mecan & Mat Genie Civil L2MGC, 5 Mail Gay Lussac, F-95000 Neuville Sur Oise, France
[3] CY Inst Adv Studies, 1 Rue Descartes, F-95000 Neuville Sur Oise, France
关键词
Seismic reliability; Fragility analysis; PSHA; Epistemic uncertainties; Aleatory uncertainties; FINITE-ELEMENT-ANALYSIS; ACCOUNTING UNCERTAINTIES; HAZARD ASSESSMENT; FRAGILITY CURVES; MODEL; PREDICTION; SENSITIVITY; FAILURE; SELECTION; COLLAPSE;
D O I
10.1016/j.istruc.2023.105235
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Seismic reliability assessment of structural systems is commonly done via the convolution of seismic hazard and structural fragility to get resulting failure rate, and later compute seismic reliability index. Within this frame, many uncertainty sources have to be handled by the risk analyst, who is asked to make some reasonable assumptions in order to carry out his/her seismic safety quantification. However, slight changes in the definition of input parameters and/or the use of different empirical or analytical models can strongly impact the final reliability outcomes. The present work aims therefore to investigate the impact of different sources of uncertainties by comparing together key parameters to be defined in both hazard and fragility analysis, considering a casestudy represented by an existing multi-span steel-concrete composite bridge to better understand which of these sources is more impacting on the final estimates. Results show how uncertainties associated to hazard and fragility are as a whole of the same order of magnitude and thus how both uncertainty sources have to be properly considered. In addition, a detailed sensitivity analysis was carried out for ranking the uncertainty sources in relation to their impact on the overall reliability index dispersion. Results showed that the choice of a suitable Ground Motion Prediction Equation (GMPE) model, the non-linear modelling technique and the number of the accelerometric records adopted for the structural analysis seem to be the factors that mostly contribute to the seismic reliability index variability, representing the uncertainty related to these parameters the majority of the overall reliability index dispersion.
引用
收藏
页数:26
相关论文
共 50 条
  • [21] On the separation of aleatory and epistemic uncertainties in probabilistic assessments
    Jyrkama, Mikko I.
    Pandey, Mahesh D.
    NUCLEAR ENGINEERING AND DESIGN, 2016, 303 : 68 - 74
  • [22] Handling epistemic and aleatory uncertainties in probabilistic circuits
    Cerutti, Federico
    Kaplan, Lance M.
    Kimmig, Angelika
    Sensoy, Murat
    MACHINE LEARNING, 2022, 111 (04) : 1259 - 1301
  • [23] Reliability-Based Design for the Structure of Tower Crane under Aleatory and Epistemic Uncertainties
    Yu, Lanfeng
    Cao, Ye
    Chong, Qiang
    Wu, Xiao
    2011 INTERNATIONAL CONFERENCE ON QUALITY, RELIABILITY, RISK, MAINTENANCE, AND SAFETY ENGINEERING (ICQR2MSE), 2011, : 938 - 943
  • [24] Reliability-Based Design for the Structure of Tower Crane under Aleatory and Epistemic Uncertainties
    Yu, Lanfeng
    Cao, Ye
    Chong, Qiang
    Wu, Xiao
    INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, 2012, 15 (12B): : 5765 - 5774
  • [25] Impact of aleatory and epistemic uncertainties on thermal risk and production assessment: Application to the hydrogenation of levulinic acid and butyl levulinate
    Shi, Lujie
    Aoues, Younes
    Leveneur, Sebastien
    JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, 2024, 89
  • [26] An approximate epistemic uncertainty analysis approach in the presence of epistemic and aleatory uncertainties
    Hofer, E
    Kloos, M
    Krzykacz-Hausmann, B
    Peschke, J
    Woltereck, M
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2002, 77 (03) : 229 - 238
  • [27] Robust seismic fragility curves for concrete gravity dams incorporating aleatory, epistemic, and fuzzy uncertainties
    Hussein, Thulfiqar S.
    Ab Kadir, Mariyana Aida
    Alzabeebee, Saif
    Keawsawasvong, Suraparb
    Ramli, M. Z.
    Al-Husseini, Thulfikar Razzak
    STRUCTURES, 2024, 70
  • [28] Uncertainty propagation in structural reliability with implicit limit state functions under aleatory and epistemic uncertainties
    Zhou S.
    Zhang J.
    You L.
    Zhang Q.
    Eksploatacja i Niezawodnosc, 2021, 23 (02) : 231 - 241
  • [29] Incorporating aleatory and epistemic uncertainties in the modelling of construction duration
    Ahmadu, Hassan Adaviriku
    Ibrahim, Ahmed Doko
    Ibrahim, Yahaya Makarfi
    Adogbo, Kulomri Jipato
    ENGINEERING CONSTRUCTION AND ARCHITECTURAL MANAGEMENT, 2020, 27 (09) : 2199 - 2219
  • [30] An extended probabilistic method for reliability analysis under mixed aleatory and epistemic uncertainties with flexible intervals
    Xiaoqian Chen
    Wen Yao
    Yong Zhao
    Qi Ouyang
    Structural and Multidisciplinary Optimization, 2016, 54 : 1641 - 1652