• 제목/요약/키워드: Stochastic Finite Element Method

검색결과 135건 처리시간 0.026초

판재성형공정에서의 소재 강도에 따른 스프링백 산포의 통계분석 (Statistical Analysis of the Springback Scatter according to the Material Strength in the Sheet Metal Forming Process)

  • 손민규;김세호
    • 한국융합학회논문지
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    • 제13권4호
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    • pp.287-292
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    • 2022
  • 본 논문에서는 소재의 강도에 따라 U 채널형상 제품의 판재성형공정에서 발생하는 스프링백 현상의 산포경향의 분석을 수행하였다. 성형공정의 유한요소해석 및 신뢰성 기반 최적화 기법을 적용하여 인장강도, 항복강도, 소재 두께 등 재질 산포와 마찰계수와 패딩력 등의 공정 산포를 고려하여 산포해석을 실시하였다. 산포해석 결과 산포에 유의한 영향을 미치는 인자는 항복강도와 인장강도 순으로 나타났으며, 소재의 인장강도가 클수록 스프링백 양은 증가하는 반면 스프링백의 산포량이 감소하는 것을 확인하였다. 주요 변형이 발생하는 펀치 어깨부와 다이 어깨부의 변형률과 응력 산포 분석을 통하여 스프링백 산포량 감소의 원인을 분석하였다. 본 논문에 제안된 산포분석기법을 활용할 경우 불가피하게 발생하는 성형공정의 산포를 예측하고 대응이 가능할 것으로 기대된다.

System identification of a cable-stayed bridge using vibration responses measured by a wireless sensor network

  • Kim, Jeong-Tae;Ho, Duc-Duy;Nguyen, Khac-Duy;Hong, Dong-Soo;Shin, Sung Woo;Yun, Chung-Bang;Shinozuka, Masanobu
    • Smart Structures and Systems
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    • 제11권5호
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    • pp.533-553
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    • 2013
  • In this paper, system identification of a cable-stayed bridge in Korea, the Hwamyung Bridge, is performed using vibration responses measured by a wireless sensor system. First, an acceleration based-wireless sensor system is employed for the structural health monitoring of the bridge, and wireless sensor nodes are deployed on a deck, a pylon and several selected cables. Second, modal parameters of the bridge are obtained both from measured vibration responses and finite element (FE) analysis. Frequency domain decomposition and stochastic subspace identification methods are used to obtain the modal parameters from the measured vibration responses. The FE model of the bridge is established using commercial FE software package. Third, structural properties of the bridge are updated using a modal sensitivity-based method. The updating work improves the accuracy of the FE model so that structural behaviors of the bridge can be represented better using the updated FE model. Finally, cable forces of the selected cables are also identified and compared with both design and lift-off test values.

유전알고리듬을 이용한 비균일 하중을 받는 구조물의 지지위치 최적화 연구 (A Study on the Supporting Location Optimization a Structure Under Non-Uniform Load Using Genetic Algorithm)

  • 이영신;박주식;김근홍
    • 대한기계학회논문집A
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    • 제28권10호
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    • pp.1558-1565
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    • 2004
  • It is important to determine supporting locations for structural stability when a structure is loaded with non-uniform load or supporting locations as well as the number of the supporting structures are restricted by the problem of space. Moreover, the supporting location optimization of complex structure in real world is frequently faced with discontinuous design space. Therefore, the traditional optimization methods based on derivative are not suitable Whereas, Genetic Algorithm (CA) based on stochastic search technique is a very robust and general method. The KSTAR in-vessel control coil installed in vacuum vessel is loaded with non- uniform electro-magnetic load and supporting locations are restricted by the problem of space. This paper shows the supporting location optimization for structural stability of the in-vessel control coil. Optimization has been performed by means of a developed program. It consists of a Finite Element Analysis interfaced with a Genetic Algorithm. In addition, this paper presents an algorithm to find an optimum solution in discontinuous space using continuous design variables.

Analysis on running safety of train on bridge with wind barriers subjected to cross wind

  • Zhang, T.;Xia, H.;Guo, W.W.
    • Wind and Structures
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    • 제17권2호
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    • pp.203-225
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    • 2013
  • An analysis framework for vehicle-bridge dynamic interaction system under turbulent wind is proposed based on the relevant theory of wind engineering and dynamics. Considering the fluctuating properties of wind field, the stochastic wind velocity time history is simulated by the Auto-Regressive method in terms of power spectral density function of wind field. The bridge is represented by three-dimensional finite element model and the vehicle by a multi-rigid-body system connected by springs and dashpots. The detailed calculation formulas of unsteady aerodynamic forces on bridge and vehicle are derived. In addition, the form selection of wind barriers, which are applied as the windbreak measures of newly-built railways in northwest China, is studied based on the suggested evaluation index, and the suitable values about height and porosity rate of wind barriers are studied. By taking a multi-span simply-supported box-girder bridge as a case study, the dynamic response of the bridge and the running safety indices of the train traveling on the bridge with and without wind barriers are calculated. The limit values of train speed with respect to different wind velocities are proposed according to the allowance values in the design code.

Evolution Strategy 알고리즘을 이용한 송진선로 주변에서의 최적 자계차폐 위치선정 (Decision of Optimal Magnetic Field Shielding Location around Power System Using Evolution Strategy Algorithm)

  • 최세용;나완수;김동훈;김동수;이준호;박일한;신명철;김병성
    • 대한전기학회논문지:전기물성ㆍ응용부문C
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    • 제51권1호
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    • pp.5-14
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    • 2002
  • In this paper, we analyze inductive interference in conductive material around 345 kV power transmission line, and evaluate the effects of mitigation wires. Finite element method (FEM) is used to numerically compute induced eddy currents as well as magnetic fields around powder transmission lines. In the analysis model, geometries and electrical properties of various elements such as power transmission line, buried pipe lines, overhead ground wire, and conducting earth are taken into accounts. The calculation shows that mitigation wire reduces fairly good amount of eddy currents in buried pipe line. To find the optimum magnetic field shielding location of mitigation wire, we applied evolution strategy algorithm, a kind of stochastic approach, to the analysis model. Finally, it was shown that we can find more effective shielding effects with optimum location of one mitigation wire than with arbitrary location of multi-mitigation wires around the buried pipe lines.

확률론적 특성을 갖는 선형 동적계의 과도 응답 해석 (Transient Response Analysis of Linear Dynamic System with Random Properties)

  • 김인학;독고욱
    • 전산구조공학
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    • 제10권3호
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    • pp.125-131
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    • 1997
  • 대부분의 동적계는 기진력 및 계 인자들에 있어서 다양한 불확정 특성을 갖고 있다. 본 연구에서는 기진력의 불확정성과 계 인자들의 불확정성을 모두 갖는 선형 동적계에 대한 응답해석 과정을 제안하였다. 확률특성을 갖는 계 인자와 응답은 섭동법에 의해 모델링되었으며, 응답해석은 불규칙 진동 이론에 의하여 정식화 되었다. 또한 제안된 응답 모델에 의해 계산되기 어려운 응답의 평균에 대한 해석은 확률유한요소법을 사용하였다. 적용 예로서 정상 백색잡음 기진력을 받으며 불확정 질량과 스프링 상수를 갖는 1자유도계 문제에 대하여 과도응답을 계산하고, 그 결과를 수치 시뮬레이션 결과와 비교하여 그 타당성을 검토하였다.

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유전알고리즘을 이용한 비균일 하중을 받는 구조물의 지지 위치 최적화 연구 (Study of Supporting Location Optimization for a Structure under Non-uniform Load Using Genetic Algorithm)

  • 김근홍;이영신;김학근;허남일;사정우;양형렬;김병철;박주식
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2003년도 추계학술대회
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    • pp.1322-1327
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    • 2003
  • It is important to determine supporting locations for structural stability of a structure under non-uniform load in space interfered by other parts. In this case, There are many local optima with discontinuous design space. Therefore, The traditional optimization methods based on derivative are not suitable. Whereas, Genetic algorithm(GA) based on stochastic search technique is a very robust and general method. This paper has been presented to determine supporting locations of the vertical supports for reducing stress of the KSTAR(Korea super Superconducting Tokamak Advanced Research) IVCC(In-vessel control coil) under non-uniform electromagnetic load and space interfered by other parts using genetic algorithm. For this study, we develop a program combining finite element analysis with a genetic algorithm to perform structural analysis of IVCC. In addition, this paper presents a technique to perform optimization with FEM when design variables are trapped in an incongruent design space.

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Nonlinear self-induced vibration and operability envelope analysis of production strings in marine natural gas development

  • Liu, Kang;Chen, Guoming;Zhu, Gaogeng;Zhu, Jingyu
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제11권1호
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    • pp.344-352
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    • 2019
  • Marine production strings are continuously affected by unstable internal fluid during operation. In this paper, the structural governing equation for marine production string self-induced vibration is constructed. A finite element analysis model is established based on Euler-Bernoulli theory and solved by the Newmark method. Furthermore, based on reliability theory, a self-design procedure is developed to determine the operability envelope for marine production string self-induced vibration. Case studies show: the response frequency of the production strings is consistent with the excitation frequency under harmonic fluctuation and mainly determined by the first-order natural frequency under stochastic fluctuation. The operability envelope for marine production string self-induced vibration is a near symmetrical trapezium. With the increasing of natural gas output, the permissible fluctuation coefficient dramatically decreases. A reasonable centralizer spacing, increasing top tension, and controlling natural gas output are of great significance to the risk control in marine production string operation.

확률론적 구조신뢰성해석을 이용한 터빈발전기 기초의 지진 안전성 평가 (Seismic Safety Assessment of the Turbine-Generator Foundation using Probabilistic Structural Reliability Analysis)

  • 조양희;김재석;한성호
    • 한국지진공학회논문집
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    • 제12권2호
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    • pp.33-44
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    • 2008
  • 교량, 항만 및 각종 구조물과 산업설비에 대한 설계는 주로 결정론적 해석방법(Deterministic Analysis)에 의해 수행되고 있다. 그러나 구조물에 내재된 확률변수의 불확실성에 대한 영향을 보다 명확하게 평가할 뿐만 아니라 경제적인 설계를 위해서는 보다 개선된 평가방안이 요구된다. 이 연구에서는 터빈발전기 기초를 대상으로 합리적인 설계를 위해 확률유한요소법을 이용한 구조신뢰성해석을 수행하였다. 이를 위해 확률유한요소법을 신뢰성이론에 적합하도록 정식화하였으며, 대상 구조물의 부재강성 및 지진하중 등을 확률변수로 고려하여 동적응답해석 및 구조신뢰성해석을 효율적으로 수행할 수 있는 개선된 해석프로그램을 작성하였다. 작성된 해석프로그램을 이용하여 주요부재의 변위 및 부재력 응답에 대한 분산특성을 검토하였다. 아울러, 구조신뢰성해석에 따른 신뢰성지수 및 파괴확률을 제시함으로써, 대상 구조물의 구조 안전성을 정량적으로 평가하였다. 이 연구결과는 향후, 터빈발전기 기초의 개선된 설계방안을 설정함에 있어 기초자료를 제공할 것으로 기대된다.

통계해석법에 의한 폰툰식 VLFS의 피로강도해석 (Fatigue Strength Analysis of Pontoon Type VLFS Using Spectral Method)

  • 박성환;한정우;한승호;하태범;이홍구;홍사영;김병완;경조현
    • 대한조선학회논문집
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    • 제43권3호
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    • pp.351-361
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    • 2006
  • The fatigue strength analysis of VLFS is carried out by using a 3-dimensional plate finite element model with a zooming technology which performs the modeling of wide portions of the structure by a coarse mesh but the concerned parts by a very fine mesh of t by t level. And a stepwise substructure modeling technique for global loading conditions is applied which uses the motion response of the global structure from 2-D plate hydroelastic analysis as the enforcing nodal displacements of the concern 3-D structural zooming model. Seven incident wave angles and whole ranges of frequency domains of wave spectrum are considered. In order to consider the effect of breakwater, the modified JONSWAP wave spectrum is used. Applying the wave data of installation region, the longterm spectrum analysis is done based on stochastic process and the fatigue life of the structure is estimated. Finally some design considerations from the view point of fatigue strength analysis of VLFS are discussed.