• 제목/요약/키워드: Probabilistic Sensitivity

검색결과 218건 처리시간 0.021초

Probabilistic ultimate strength analysis of submarine pressure hulls

  • Cerik, Burak Can;Shin, Hyun-Kyoung;Cho, Sang-Rai
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제5권1호
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    • pp.101-115
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    • 2013
  • This paper examines the application of structural reliability analysis to submarine pressure hulls to clarify the merits of probabilistic approach in respect thereof. Ultimate strength prediction methods which take the inelastic behavior of ring-stiffened cylindrical shells and hemi-spherical shells into account are reviewed. The modeling uncertainties in terms of bias and coefficient of variation for failure prediction methods in current design guidelines are defined by evaluating the compiled experimental data. A simple ultimate strength formulation for ring-stiffened cylinders taking into account the interaction between local and global failure modes and an ultimate strength formula for hemispherical shells which have better accuracy and reliability than current design codes are taken as basis for reliability analysis. The effects of randomness of geometrical and material properties on failure are assessed by a prelimnary study on reference models. By evaluation of sensitivity factors important variables are determined and comparesons are made with conclusions of previous reliability studies.

확률적 방법에 의한 크리프 균열성장 계수의 분포 추정 (Estimation for the Distribution of Creep Crack Growth Coefficients by Probabilistic Assessment)

  • 이상호;윤기봉;최병학;민두식;안종석;이길재;김선화
    • 대한금속재료학회지
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    • 제48권9호
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    • pp.791-797
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    • 2010
  • The creep crack growth rate (da/dt) of the Cr-Mo steels tested by pre-crack and the voltage (or resistance) variables were related into fracture parameter (Ct), crack growth coefficient (H), and an exponent (q) in the parts of Base, weld and HAZ. The fracture parameter (Ct) has various variables relating to the specimen and crack shape, applied stress, and creep strain curve. The H and q was inferred by OLS regression (ordinary least square method), and the H values were solved in statistics and probability assessment, which were attained fromPDF's distributions (probability density function). The HAZ part has the highest value of q by OLS regression and the widest distribution of H by PDF of WEIBULL, which means that the crack sensitivity of HAZ should be cautioned against the creep crack growth and failure.

A novel proficient and sufficient intensity measure for probabilistic analysis of skewed highway bridges

  • Bayat, M.;Daneshjoo, F.;Nistico, N.
    • Structural Engineering and Mechanics
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    • 제55권6호
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    • pp.1177-1202
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    • 2015
  • In this paper, a new intensity measure of earthquakes for probabilistic seismic analysis is presented for skewed highway bridges. Three different cases of skewed bridges with different skew angles ($0^{\circ}$, $30^{\circ}$ and $45^{\circ}$) are considered. Well-known intensity measures (e.g., PGA, $S_a$) are evaluated and critically discussed based on sensitivity analysis: efficiency, practically, proficiency and sufficiency of intensity measures are considered in detail. The analyses demonstrated that the intensity measures have to take into account structural acceleration on a wide range of periods so that a new seismic intensity measure is proposed showing that it has less dispersion compared to others. Since the proposed intensity represents the average value of the $S_a$ (between a lower and upper structural period) it has been called Averaged Spectral Acceleration (ASA). Based on performed incremental dynamic analysis (IDA), the seismic analytical fragility curves of typical skewed highway bridges have been evaluated for different states of damage controlling the low dispersion of the ASA index as well as its proficiency and sufficiency.

Sensitivity analysis of failure correlation between structures, systems, and components on system risk

  • Seunghyun Eem ;Shinyoung Kwag ;In-Kil Choi ;Daegi Hahm
    • Nuclear Engineering and Technology
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    • 제55권3호
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    • pp.981-988
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    • 2023
  • A seismic event caused an accident at the Fukushima Nuclear Power Plant, which further resulted in simultaneous accidents at several units. Consequently, this incident has aroused great interest in the safety of nuclear power plants worldwide. A reasonable safety evaluation of such an external event should appropriately consider the correlation between SSCs (structures, systems, and components) and the probability of failure. However, a probabilistic safety assessment in current nuclear industries is performed conservatively, assuming that the failure correlation between SSCs is independent or completely dependent. This is an extreme assumption; a reasonable risk can be calculated, or risk-based decision-making can be conducted only when the appropriate failure correlation between SSCs is considered. Thus, this study analyzed the effect of the failure correlation of SSCs on the safety of the system to realize rational safety assessment and decision-making. Consequently, the impact on the system differs according to the size of the failure probability of the SSCs and the AND and OR conditions.

도시유역 저류형 시스템 설계를 위한 CSOs 산정 (Storm-Water CSOs for Reservoir System Designs in Urban Area)

  • 조덕준;김명수;이정호;박무종;김중훈
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2005년도 학술발표회 논문집
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    • pp.1199-1203
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    • 2005
  • Combined sewer overflows(CSOs) are themselves a significant source of water pollution. Therefore, the control of urban drainage for CSOs reduction and receiving water quality protection is needed. Examples in combined sewer systems include downstream storage facilities that detain runoff during periods of high flow and allow the detained water to be conveyed by an interceptor sewer to a centralized treatment plant during periods of low flow. The design of such facilities as stormwater detention storage is highly dependant on the temporal variability of storage capacity available(which is influenced by the duration of interevent dry periods) as well as the infiltration capacity of soil and recovery of depression storage. As a result, a contiunous approach is required to adequately size such facilities. This study for the continuous long-term analysis of urban dranage system used analytical Probabilistic model based on derived probability distribution theory. As an alternative to the modeling of urban drainage system for planning or screening level analysis of runoff control alternatives, this model have evolved that offer much ease and flexibility in terms of computation while considering long-term meteorology. This study presented rainfall and runoff characteristics or the subject area using analytical Probabilistic model. Runoff characteristics manifasted the unique characteristics of the subject area with the infiltration capacity of soil and recovery of depression storage and was examined appropriately by sensitivity analysis. This study presented the average annual COSs and number of COSs when the interceptor capacity is in the range 3xDWF(dry weather flow). Also, calculated the average annual mass of pollutant lost in CSOs using Event Mean Concentration. Finally, this study presented a dicision of storage volume for CSOs reduction and water quality protection.

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얕은기호 침하의 확률론적 해석 (Probabilistic Analysis of Shallow Foundation Settlements)

  • 정두영;오병현
    • 한국지반공학회지:지반
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    • 제9권3호
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    • pp.77-90
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    • 1993
  • 얕은기초의 침하해석에 관련된 토질정수, 하중 및 지층구조는 많은 불확실성을 내포하고 있어 확률적 특성을 고려한 해석이 필요하다. 본 연구는 Monte Carlo Method를 이용하여 독립후팅들로 구성된 얕은기초의 침하에 관한 확률론적 해석을 하였다. 변수의 불확실성을 고려하기 위하여 토질정수와 하중은 정규분포의 확률변수로 가정하여 독립후팅의 침하평균 및 변동계수를 구하고 각 독립후팅의 침하도 정규분포하는 것으로 가정하였다. 또한 지반내에 존재할 수 있는 연약토질 포켓 (soft soil pocket)의 확률을 고려한 각 독립후팅의 침하는 Markov process를 따르는 것으로 하였다. 이와같은 각 변수들의 변화에 따라 최대침하와 부등칭하의 허용한계 초과확률에 대한 민감도분석을 하였으며, 얕은기초의 침하해석은 각 변수의 불확실성과 지반조건을 고려하는 것이 타당하다고 판단된다.

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Development of a Probabilistic Safety Assessment Framework for an Interim Dry Storage Facility Subjected to an Aircraft Crash Using Best-Estimate Structural Analysis

  • Almomani, Belal;Jang, Dongchan;Lee, Sanghoon;Kang, Hyun Gook
    • Nuclear Engineering and Technology
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    • 제49권2호
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    • pp.411-425
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    • 2017
  • Using a probabilistic safety assessment, a risk evaluation framework for an aircraft crash into an interim spent fuel storage facility is presented. Damage evaluation of a detailed generic cask model in a simplified building structure under an aircraft impact is discussed through a numerical structural analysis and an analytical fragility assessment. Sequences of the impact scenario are shown in a developed event tree, with uncertainties considered in the impact analysis and failure probabilities calculated. To evaluate the influence of parameters relevant to design safety, risks are estimated for three specification levels of cask and storage facility structures. The proposed assessment procedure includes the determination of the loading parameters, reference impact scenario, structural response analyses of facility walls, cask containment, and fuel assemblies, and a radiological consequence analysis with dose-risk estimation. The risk results for the proposed scenario in this study are expected to be small relative to those of design basis accidents for best-estimated conservative values. The importance of this framework is seen in its flexibility to evaluate the capability of the facility to withstand an aircraft impact and in its ability to anticipate potential realistic risks; the framework also provides insight into epistemic uncertainty in the available data and into the sensitivity of the design parameters for future research.

연속 강우-유출 모의기법을 이용한 최적 CSOs 산정에 관한 연구 (A Study of Optimal-CSOs by Continuous Rainfall/Runoff Simulation Techniques)

  • 조덕준;김명수;이정호;김중훈
    • 한국물환경학회지
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    • 제22권6호
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    • pp.1068-1074
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    • 2006
  • For receiving water quality protection a control systems of urban drainage for CSOs reduction is needed. Examples in combined sewer systems include downstream storage facilities that detain runoff during periods of high flow and allow the detained water to be conveyed by an interceptor sewer to a centralized treatment plant during periods of low flow. The design of such facilities as storm-water detention storage is highly dependant on the temporal variability of storage capacity available as well as the infiltration capacity of soil and recovery of depression storage. For the continuous long-term analysis of urban drainage system this study used analytical probabilistic model based on derived probability distribution theory. As an alternative to the modeling of urban drainage system for planning or screening level analysis of runoff control alternatives, this model has evolved that offers much ease and flexibility in terms of computation while considering long-term meteorology. This study presented rainfall and runoff characteristics of the subject area using analytical probabilistic model. Runoff characteristics manifested the unique characteristics of the subject area with the infiltration capacity of soil and recovery of depression storage and was examined appropriately by sensitivity analysis. This study presented the average annual CSOs, number of CSOs and event mean CSOs for the decision of storage volume.

대수누선파양에 대한 확률론적 3차원 사면안정해석 (Probabilistic Three-Dimensional Slope Stability Analysis on Logarithmic Spiral Failure)

  • 서인석;김영수
    • 한국지반공학회지:지반
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    • 제10권2호
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    • pp.121-140
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    • 1994
  • 본 연구에서 경계가 불규칙하고 여러 토층으로 이루어진 자연과 인공 사면에 대한, 토층의 경계에서 굴절하는 대수나선곡선을 파괴면으로 가정한 신뢰도해석 모델을 개발하였다. 이 모델에서, 사면파괴토괴는 양 끝단이 수직평면으로 된 일정한 폭을 가진 Cylindroid로 가정하여 절편법을 적용하였고, 강도정수의 공간적인 변화, 불충분한 시료의 수에 의한 오차 그리고 실험실과 현장조건의 차이에서 오는 모델오차를 고려하여, FOSM 그리고 SOSM의 방법으로 신뢰도 지수를 구하여 파괴확률을 구하는 프로그램을 개발하였다. 이러한 연구를 기초로 다음의 결과를 얻었다: (1) 내부마찰각의 변동계수가 점착력의 변동계 수보다 민감하게 영향을 미침을 보여주었다. 따라서 대수나선파괴면의 사면안정해석에서 내부마 찰각의 불확실성이 사면안정에 더 큰 영향을 주므로 내부마찰각의 추정에 더 큰 주의를 기울여야할 것으로 사료된다. (2) 지진이 없을 경우에는, 사면폭이 증가함에 따라 전체 3차원파괴확률과 한계파괴폭은 증가하였으며, 지진이 있을 경우에는 전체 3차원파괴확률은 증가하였으나 한계 파괴폭은 전체 사면폭이 비교적 클 때, 진도가 커짐에 따라 급격히 감소하였다. (3) 지하수위는 높을수록, 전단강도와 수정계수는 작을수록 사면의 한계폭을 감소시키는 효과가 있다.

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비선형 유한요소 해석을 이용한 PWR 격납건물의 내압 취약도 평가 (Assessment of the Internal Pressure Fragility of the PWR Containment Building Using a Nonlinear Finite Element Analysis)

  • 함대기;박형규;최인길
    • 한국전산구조공학회논문집
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    • 제27권2호
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    • pp.103-111
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    • 2014
  • 본 연구에서는 비선형 유한요소 해석 기법을 적용한 격납건물의 내압취약도 평가를 수행하였다. 대상 구조물은 국내 대표적인 가압경수로형 원전 격납건물 중 하나로 하였다. 비선형 극한내압 해석을 위해 대규모 개구부를 고려한 격납건물의 3차원 유한요소 모델을 도출하였다. 재료 특성 및 구조적 성능에 내포된 불확실성을 고려하기 위하여 각 변수들의 변동성에 대한 극한내압 성능의 민감도 해석을 수행하였다. 민감도 해석 결과를 통해 확률론적 내압 취약도 평가를 위한 불확실성 변수 및 분포 특성을 도출하였다. 현재의 텐던 긴장력 상태를 고려하기 위하여 가동 중 검사 보고서에 기록된 텐던 긴장력 값을 중앙값으로 적용하였다. 누설(leak)과 파단(rupture)을 파괴모드로 정의하고, 각각에 대한 극한내압 취약도 평가를 위하여 한계상태를 정의하였다. 각 파괴모드에 대한 대상 격납건물의 내압취약도를 내압 성능 중앙값, 고신뢰도 저파괴확률 성능값, 신뢰도 수준에 따른 취약도 곡선을 통하여 제시하였다. 누설 및 파단 파괴모드에 대한 고신뢰도 저파괴확률값은 각각 0.7991 MPa, 0.8691 MPa로 평가되었다.