• 제목/요약/키워드: Complex Failure Prediction

검색결과 37건 처리시간 0.027초

대퇴골 골 간단 부 골절치료용 복합재료 고정판의 국부적 거동 예측을 위한 기초 연구 (A basic study on the prediction of local material behavior of composite bone plate for metaphyseal femur fractures)

  • 유성환;손대성;장승환
    • Composites Research
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    • 제24권3호
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    • pp.6-11
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    • 2011
  • 본 논문은 복잡한 형상으로 드레이핑 성행된 직물 복합재료 구조의 국부적 물성 변화 및 재료거동 예측을 위한 방법을 제시하였다. 제안된 방법을 적용하기 위해 대퇴골 골 간단 부 골절치료용 고정판을 대상으로 선정하였다. 드레이핑 공정 종 발생하는 재료의 거시적/미시적 변형에 의한 국부적 재료물성 변화를 다양한 실험을 통해 검증하고, 그 결과를 복잡한 형상을 가지는 고정판의 정적/피로 거동 예측에 활용하였다. 본 논문은 복잡한 형상을 가지는 복합재료 구조물의 설계 및 성능평가에 유용한 정보와 해석방법을 제시할 것으로 기대된다.

성토 재하속도를 고려한 측방토압의 간이예측법 (A Simple Method for Predicting Lateral Earth Pressure in Consideration of Construction Speed of Embankment)

  • 임은상;김형수;김태훈
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2005년도 춘계 학술발표회 논문집
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    • pp.1055-1060
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    • 2005
  • In evaluating the stability of underground structures and designing prevention methods against the lateral flow, it is necessary to predict the amount and the distribution of the lateral earth pressure acting on these retaining structures. However, because the lateral deformation of real ground is a very complex phenomenon influenced by interaction between volumetric deformation bringing an increase of stability of ground and shear deformation causing failure of ground, any appropriate methods for estimating the lateral earth pressure in consideration of the geotechnical properties of ground and the construction conditions in embankment have not been developed as yet. Therefore, a prediction method, which considers effects of a construction speed of embankment, using the Boussinesq's solution based on the elasticity theory without using complex numerical analyses such as finite element analyses is proposed in this research.

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Computer aided failure prediction of reinforced concrete beam

  • Islam, A.B.M. Saiful
    • Computers and Concrete
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    • 제25권1호
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    • pp.67-73
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    • 2020
  • Traditionally used analytical approach to predict the fatigue failure of reinforced concrete (RC) structure is generally conservative and has certain limitations. The nonlinear finite element method (FEM) offers less expensive solution for fatigue analysis with sufficient accuracy. However, the conventional implicit dynamic analysis is very expensive for high level computation. Whereas, an explicit dynamic analysis approach offers a computationally operative modelling to predict true responses of a structural element under periodic loading and might be perfectly matched to accomplish long life fatigue computations. Hence, this study simulates the fatigue behaviour of RC beams with finite element (FE) assemblage presenting a simplified explicit dynamic numerical solution to show computer aided fatigue behaviour of RC beam. A commercial FEM package, ABAQUS has been chosen for this complex modelling. The concrete has been modelled as a 8-node solid element providing competent compression hardening and tension stiffening. The steel reinforcements are simulated as two-node truss elements comprising elasto-plastic stress-strain behaviour. All the possible nonlinearities are duly incorporated. Time domain analysis has been adopted through an automatic Newmark-β time incremental technique. The program consists of twelve RC beams to visualize the real behaviour during fatigue process and to obtain the reliability of the study. Both the numerical and experimental results indicate a redistribution of stresses along the time and damage accumulation of beam which severely affect the serviceability and ultimate capacity of RC beam. The output of the FEM analysis demonstrates good match with the experimental consequences which affirm the efficacy of the computer aided model. The controlled fatigue damage evolution at service fatigue load limits makes the FE model an efficient tool in predicting high cycle fatigue behaviour of RC structures.

안전무결성 수준 및 MTTFd를 활용한 개발단계의 고성능 지상체 신뢰도 예측 방안 (Reliability Prediction of High Performance Mooring Platform in Development Stage Using Safety Integrity Level and MTTFd)

  • 이민영;김상부;배인화;강소연;곽우영;이성근;오극기;최대림
    • 한국산업융합학회 논문집
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    • 제27권3호
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    • pp.609-618
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    • 2024
  • System reliability prediction in the development stage is increasingly crucial to reliability growth management to satisfy its target reliability, since modern system usually takes a form of complex composition and various complicated functions. In most cases of development stage, however, the information available for system reliability prediction is very limited, making it difficult to predict system reliability more precisely as in the production and operating stages. In this study, a system reliability prediction process is considered when the reliability-related information such as SIL (Safety Integrity Level) and MTTFd (Mean Time to Dangerous Failure) is available in the development stage. It is suggested that when the SIL or MTTFd of a system component is known and the field operational data of similar system is given, the reliability prediction could be performed using the scaling factor for the SIL or MTTFd value of the component based on the similar system's field operational data analysis. Predicting a system reliability is then adjusted with the conversion factor reflecting the temperature condition of the environment in which the system actually operates. Finally, the case of applying the proposed system reliability prediction process to a high performance mooring platform is dealt with.

지중 변위와 체적 함수비 계측을 통한 사면 거동 분석 (Slope Behavior Analysis Using the Measurement of Underground Displacement and Volumetric Water Content)

  • 김용성;김만일;타망 비벡;김기환
    • 한국지반환경공학회 논문집
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    • 제19권9호
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    • pp.29-36
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    • 2018
  • 국내 외에서는 사면붕괴를 사전에 예방할 수 있는 모니터링 및 자동계측기에 관한 다수의 연구가 수행되어져 오고 있으나, 이러한 연구들은 다소 복잡한 구조로 이루어져 있고, 계측시스템의 대부분은 사면표층에 설치되어 있으며, 사면파괴 전 붕괴징후를 사전에 감지하고 경보를 울려주는 계측시스템에 관한 연구는 미진한 실정이다. 본 연구에서는 강우 조건에서의 사면 붕괴 메카니즘을 파악하기 위하여 사면 붕괴 실험을 수행하고 지중 변위와 체적 함수비 계측을 통해 사면 모델의 붕괴 초기에 발생되는 함수비와 변위 거동 특성을 분석하였다. 본 연구를 통해 고찰된 내용은 지방자치단체에서 집중호우로 인해 급경사지 붕괴위험지역 등 사면붕괴나 산사태가 예측될 때 사전에 주민을 대피시키는 사면붕괴 예 경보시스템 구축 시 기초자료로 활용될 수 있을 것으로 기대된다.

에이전트 기반 모델링 및 시뮬레이션을 이용한 무기체계 가용도 예측에 관한 연구 (A Study on the Prediction of Weapon System Availability Using Agent Based Modeling and simulation)

  • 이세훈;최명진
    • 디지털산업정보학회논문지
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    • 제17권1호
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    • pp.25-34
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    • 2021
  • Availability is one of the important factor for developing weapon system, because it indicates the mission capability and sustainable life cycle management of weapon system. Recently, as weapon system becomes more advanced and more complex, availability estimation becomes more important to reduce the life cycle cost of weapon system. Modeling and simulation(M&S) is useful method to describe the availability of complex weapon system applying operational environment and maintenance plan. Especially agent based model(ABM) has the strength to describe interactions between agents and environments in complex system. Therefore, this paper presents the availability estimation of weapon system using agent based model. The sample data of part list and reliability analysis is applied to build availability estimation model. User agent and mechanic agent are developed to illustrate the behavior of operation and maintenance using formal specification. Storage reliability is applied to describe failure of each parts. The experimental result shows that this model is quite useful to estimate availability of weapon system. This model may estimate more reasonable availability, if full scale data of weapon system and real field data of operation is provided.

Neural-based prediction of structural failure of multistoried RC buildings

  • Hore, Sirshendu;Chatterjee, Sankhadeep;Sarkar, Sarbartha;Dey, Nilanjan;Ashour, Amira S.;Balas-Timar, Dana;Balas, Valentina E.
    • Structural Engineering and Mechanics
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    • 제58권3호
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    • pp.459-473
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    • 2016
  • Various vague and unstructured problems encountered the civil engineering/designers that persuaded by their experiences. One of these problems is the structural failure of the reinforced concrete (RC) building determination. Typically, using the traditional Limit state method is time consuming and complex in designing structures that are optimized in terms of one/many parameters. Recent research has revealed the Artificial Neural Networks potentiality in solving various real life problems. Thus, the current work employed the Multilayer Perceptron Feed-Forward Network (MLP-FFN) classifier to tackle the problem of predicting structural failure of multistoried reinforced concrete buildings via detecting the failure possibility of the multistoried RC building structure in the future. In order to evaluate the proposed method performance, a database of 257 multistoried buildings RC structures has been constructed by professional engineers, from which 150 RC structures were used. From the structural design, fifteen features have been extracted, where nine features of them have been selected to perform the classification process. Various performance measures have been calculated to evaluate the proposed model. The experimental results established satisfactory performance of the proposed model.

A local-global scheme for tracking crack path in three-dimensional solids

  • Manzoli, O.L.;Claro, G.K.S.;Rodrigues, E.A.;Lopes, J.A. Jr.
    • Computers and Concrete
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    • 제12권3호
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    • pp.261-283
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    • 2013
  • This paper aims to contribute to the three-dimensional generalization of numerical prediction of crack propagation through the formulation of finite elements with embedded discontinuities. The analysis of crack propagation in two-dimensional problems yields lines of discontinuity that can be tracked in a relatively simple way through the sequential construction of straight line segments oriented according to the direction of failure within each finite element in the solid. In three-dimensional analysis, the construction of the discontinuity path is more complex because it requires the creation of plane surfaces within each element, which must be continuous between the elements. In the method proposed by Chaves (2003) the crack is determined by solving a problem analogous to the heat conduction problem, established from local failure orientations, based on the stress state of the mechanical problem. To minimize the computational effort, in this paper a new strategy is proposed whereby the analysis for tracking the discontinuity path is restricted to the domain formed by some elements near the crack surface that develops along the loading process. The proposed methodology is validated by performing three-dimensional analyses of basic problems of experimental fractures and comparing their results with those reported in the literature.

가압형 경수로 스테인리스강 내부 구조물의 조사유기 응력부식균열에 대한 통계적 수명 예측 (Statistical Life Prediction on IASCC of Stainless Steel for PWR Core Internals)

  • 김성우;황성식;이연주
    • 대한금속재료학회지
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    • 제50권8호
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    • pp.583-589
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    • 2012
  • This work is concerned with a statistical approach to the life prediction on irradiation-assisted stress corrosion cracking (IASCC) of stainless steel (SS) for core internals of a pressurized water reactor (PWR). The previous results of the time-to-failure of IASCC measured on neutron-irradiated stainless steel components were statistically analyzed in terms of stress and irradiation. The accelerating life testing model of IASCC of cold worked Type 316 SS was established based on an inverse power model with two stress-variables, the applied stress and irradiation dose. Considering the variation of the yield strength and applied stress with the irradiation dose in the model, the remaining life of the baffle former bolt was statistically predicted during operation under complex environments of stress and irradiation.

인장하중을 받는 복합재료 도브테일 요소의 점진적인 파손해석 (Numerical Investigation of the Progressive Failure Behavior of the Composite Dovetail Specimens under a Tensile Load)

  • 박신무;노홍균;임재혁;최윤혁
    • Composites Research
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    • 제34권6호
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    • pp.337-344
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    • 2021
  • 본 연구에서는 복합재료 팬 블레이드 도브테일 요소의 인장하중에 따른 점진적 파손거동을 유한요소 시뮬레이션을 통한 수치적 연구를 수행하고, 인장시험을 통하여 정확도를 검증한다. 도브테일 요소는 터보 팬 엔진의 팬 블레이드를 디스크와 결합시키는 조인트의 하나로, 통상 티타늄 등의 금속 재료로 제작되나 경량화 등의 이유로 복합재료의 적용이 연구되고 있다. 하지만 복합재료를 이용한 팬 블레이드 제조과정에서 드롭오프 플라이(Drop-off ply), 수지 포켓(resin pocket) 등의 제조 결함이 필연적으로 발생한다. 이러한 제조 결함이 복합재료 팬 블레이드 도브테일 요소에 미치는 영향을 확인하기 위해 유한요소모델을 이용한 수치해석을 수행하여 예측 결과와 인장시험 결과를 비교 분석한다. 이때 층간분리(delamination) 거동을 모사 가능한 응집영역 모델을 적용하였다. 결론적으로, 열 잔류응력 및 두께방향 압축하중에 의한 계면 물성 강화 효과를 고려하여 유한요소 해석결과와 시험결과 간의 높은 상사성을 얻을 수 있었다.