• Title/Summary/Keyword: Hybrid Stress Analysis

검색결과 259건 처리시간 0.023초

하이브리드 유한요소해석을 위한 인공지능 조인트 모델 개발 (Development of Artificial Intelligence Joint Model for Hybrid Finite Element Analysis)

  • 장경석;임형준;황지혜;신재윤;윤군진
    • 한국항공우주학회지
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    • 제48권10호
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    • pp.773-782
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    • 2020
  • 심층신경망 기반 하이브리드 유한요소해석을 위한 조인트 모델 방법 구축을 소개한다. 트렉터의 앞차축에서 다양한 체결 조건에 의해 유발되는 복잡한 거동 상태를 가지는 볼트와 베어링의 재료 모델을 심층신경망으로 대체했다. 볼트는 6자유도를 갖는 1차원 티모센코 빔 요소를 이용했고, 베어링은 3차원 솔리드 요소를 이용했다. 다양한 하중 조건을 바탕으로 유한요소해석을 한 뒤, 모든 요소에서 응력-변형률 데이터를 추출하고 텐서플로를 이용하여 학습시켰다. 신경망 기반 유한요소해석을 할 때 추출된 데이터를 바탕으로 학습된 심층신경망은 ABAQUS 서브루틴 안에 포함되어 현재 해석 증분의 응력을 예측하고 접선강도행렬을 계산할 수 있게 했다. 학습된 심층신경망 조인트 모델의 일반화 성능은 훈련에 사용되지 않은 새로운 하중 조건에서 해석하여 검증하였다. 최종적으로 이 방법을 이용하여 심층신경망 기반 앞차축 해석을 진행하고 응력장 분포를 검증했다. 또한, 실제 트렉터의 3점 굽힘 실험 결과와 비교하여 심층신경망 기반 해석의 타당성을 검토했다.

주파수 선택적 투과막이 결합된 복합재료의 잔류응력평가 및 선택적 투과막 설계 (Thermal Residual Stresses in the Frequency Selective Surface Embedded Composite Structures and Design of Frequency Selective Surface)

  • 김가연;전흥재;강경탁;이경원;홍익표;이명건
    • Composites Research
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    • 제24권1호
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    • pp.37-44
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    • 2011
  • 본 연구에서는 최적화 알고리즘 중 하나인 PSO기법을 이용하여 주파수 선택적 표면을 설계하였으며, 설계된 주파수 선택구조를 적용한 하이브리드 레이돔의 잔류응력을 예측하였다. 주파수 선택 구조로서 Square Loop의 등가회로모델에 PSO를 적용하여, K-band(23GHz)에서 차단특성을 갖는 최적의 설계값을 구하였다. 또한 FSS와 복합재료의 하이브리드 레이돔을 제작할 때 발생하는 잔류응력의 효과가 클 경우 구조적 안정성이 떨어질 뿐만 아니라 층간분리가 발생하여 FSS의 전파투과특성에 영향을 미칠 수 있으므로, 하이브리드 레이돔의 제작 시에 동시경화 후 상온으로 냉각되는 과정에서 발생하는 잔류 열응력에 대하여 예측하였으며, FSS패턴과 복합재료의 적층각 변화에 따른 영향을 비교하였다.

Development of triangular flat-shell element using a new thin-thick plate bending element based on semiLoof constrains

  • Chen, Yong-Liang;Cen, Song;Yao, Zhen-Han;Long, Yu-Qiu;Long, Zhi-Fei
    • Structural Engineering and Mechanics
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    • 제15권1호
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    • pp.83-114
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    • 2003
  • A new simple 3-node triangular flat-shell element with standard nodal DOF (6 DOF per node) is proposed for the linear and geometrically nonlinear analysis of very thin to thick plate and shell structures. The formulation of element GT9 (Long and Xu 1994), a generalized conforming membrane element with rigid rotational freedoms, is employed as the membrane component of the new shell element. Both one-point reduced integration scheme and a corresponding stabilization matrix are adopted for avoiding membrane locking and hourglass phenomenon. The bending component of the new element comes from a new generalized conforming Kirchhoff-Mindlin plate element TSL-T9, which is derived in this paper based on semiLoof constrains and rational shear interpolation. Thus the convergence can be guaranteed and no shear locking will happen. Furthermore, a simple hybrid procedure is suggested to improve the stress solutions, and the Updated Lagrangian formulae are also established for the geometrically nonlinear problems. Numerical results with solutions, which are solved by some other recent element models and the models in the commercial finite element software ABAQUS, are presented. They show that the proposed element, denoted as GMST18, exhibits excellent and better performance for the analysis of thin-think plates and shells in both linear and geometrically nonlinear problems.

소형 복합재위성의 스팩트럼 및 과도진동해석 (Spectrum and Equivalent Transient Vibration Analysis of Small Composite Satellite Structure)

  • 조희근;서정기;명로훈
    • 한국항공우주학회지
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    • 제37권6호
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    • pp.586-594
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    • 2009
  • 본 논문은 국내 최초의 소형 복합재 위성인 과학기술위성3호의 proto 모델에 대하여 랜덤, 정현파, 충격 진동응답에 대한 연구이다. 과학기술위성3호의 구조체는 여러 장의 패널을 서로 연결하여 만든 박스형의 구조이며 패널은 탄소섬유강화 복합재를 적층한 스킨에 알루미늄 허니컴 구조를 접착한 하이브리드샌드위치구조로 되어있다. 상용 FEA 코드인 MSC/NASTRAN을 사용하여 주파수 및 시간영역에서 위성의 설계요구조건으로 주어진 진동시험수준에 대한 모드, 응력, 변위, 가속도의 응답을 계산하였다. 이러한 해석결과를 바탕으로 발사 시 야기되는 진동으로 인한 파괴, 안전율 및 설계 타당성을 검토하였다. 이 연구결과들은 실제 위성구조설계 신뢰성 실험에 있어서 검증 및 비교의 자료로 사용될 수 있고, 위성개발의 중요한 자료로 활용된다.

NOx 제거용 WO3-TiO2 계 SCR 촉매 제조 및 열적열화거동연구 (Preparation and Thermal Degradation Behavior of WO3-TiO2 Catalyst for Selective Catalytic Reduction of NOx)

  • 신병길;김장훈;윤상현;이희수;신동우;민화식
    • 대한금속재료학회지
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    • 제49권8호
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    • pp.596-600
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    • 2011
  • Thermal degradation behavior of a $WO_3-TiO_2$ monolithic catalyst was investigated in terms of structural, morphological, and physico-chemical analyses. The catalyst with 4 wt.% $WO_3$ contents were prepared by a wet-impregnation method, and a durability test of the catalysts were performed in a temperature range between $400^{\circ}C$ and $800^{\circ}C$ for 3 h. An increase of thermal stress decreased the specific surface area, which was caused by grain growth and agglomeration of the catalyst particles. The phase transition from anatase to rutile occurred at around $800^{\circ}C$ and a decrease in the Brønsted acid sites was confirmed by structural analysis and physico-chemical analysis. A change in Brønsted acidity can affect to the catalytic efficiency; therefore, the thermal degradation behavior of the $WO_3-TiO_2$ catalyst could be explained by the transition to a stable rutile phase of $TiO_2$ and the decrease of specific surface area in the SCR catalyst.

Seismic retrofit of steel structures with re-centering friction devices using genetic algorithm and artificial neural network

  • Mohamed Noureldin;Masoum M. Gharagoz;Jinkoo Kim
    • Steel and Composite Structures
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    • 제47권2호
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    • pp.167-184
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    • 2023
  • In this study, a new recentering friction device (RFD) to retrofit steel moment frame structures is introduced. The device provides both self-centering and energy dissipation capabilities for the retrofitted structure. A hybrid performance-based seismic design procedure considering multiple limit states is proposed for designing the device and the retrofitted structure. The design of the RFD is achieved by modifying the conventional performance-based seismic design (PBSD) procedure using computational intelligence techniques, namely, genetic algorithm (GA) and artificial neural network (ANN). Numerous nonlinear time-history response analyses (NLTHAs) are conducted on multi-degree of freedom (MDOF) and single-degree of freedom (SDOF) systems to train and validate the ANN to achieve high prediction accuracy. The proposed procedure and the new RFD are assessed using 2D and 3D models globally and locally. Globally, the effectiveness of the proposed device is assessed by conducting NLTHAs to check the maximum inter-story drift ratio (MIDR). Seismic fragilities of the retrofitted models are investigated by constructing fragility curves of the models for different limit states. After that, seismic life cycle cost (LCC) is estimated for the models with and without the retrofit. Locally, the stress concentration at the contact point of the RFD and the existing steel frame is checked being within acceptable limits using finite element modeling (FEM). The RFD showed its effectiveness in minimizing MIDR and eliminating residual drift for low to mid-rise steel frames models tested. GA and ANN proved to be crucial integrated parts in the modified PBSD to achieve the required seismic performance at different limit states with reasonable computational cost. ANN showed a very high prediction accuracy for transformation between MDOF and SDOF systems. Also, the proposed retrofit showed its efficiency in enhancing the seismic fragility and reducing the LCC significantly compared to the un-retrofitted models.

Glass fiber 강화 복합레진을 사용한 3본 고정성 국소의치의 개념 설계 연구 (Conceptual Design of the Three Unit Fixed Partial Denture with Glass Fiber Reinforced Hybrid Composites)

  • 나경희;이규복;조광헌
    • 구강회복응용과학지
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    • 제18권3호
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    • pp.145-155
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    • 2002
  • 본 연구에서는 knitted glass fabric 강화 레진에 대한 치과보철소재로서의 적용가능성을 평가하기 위한 목적으로, 가장 높은 수준의 교합하중이 작용하게 되는 구치부 3본 고정성국소의치에 이 재료를 사용하는 경우에 대해 해석을 수행하였다. 우선 구치부3본 고정성국소의치에 대해 knitted glass fabric 강화 레진을 적용한 두 가지 설계 개념을 상정하였고, 각 설계형상에 대한 유한요소해석을 하였다. 강도 평가를 위해서75N의 생리적인 반복 수직 교합 하중 조건을 부여, 보철물에 유도되는 국소응력을 피로강도측면에서 고찰하였다. 각각의 설계에는 knitted glass fabric을 모재로 하고 보강재로 unidirectional 형의 glass 복합재가 사용되었다. 본 연구에서 개념설계 된 두 가지의 3본 고정성국소의치는 수직 교합 하중 75N 에 대해 충분한 강성과 강도를 가진 것으로 분석되었다. 가공치와 knitted caps사이의 연결 부위에서 국소적인 응력 집중이 관찰되었으나 그 크기는 재료의 피로강도 범위 이내였으며 국소적인 설계변경을 통하여 응력분포를 더욱 개선할 수 있을 것으로 추정하였다. 본 연구를 통해 knitted glass fabric 은 새로운 치과 보철 소재로서의 그 가능성이 기대된다.

여성건강을 위한 개념적 모형 (Conceptual Model for Women s Health)

  • 이경혜
    • 대한간호학회지
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    • 제27권4호
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    • pp.933-942
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    • 1997
  • There has recently been an increased interest in women's health from, various disciplines, with different perspectives presented according to each profession's academic background. This has led to many instances of incorrectly defining, or misinterpretation, of the issues even among professionals. Nurse scholars as well as practitioners who work in women's health care need to have a clear conceptual understanding of women's health in order to build a body of knowledge, delineate curricular activities, and set directions for professional nursing interventions. In addition, a conceptual model that may be directly utilized in practice is needed to maintain and promote women's health issues. The purpose of this study was to apply a Hybrid model, analyzing conceptual definitions and discussions related to women's health gathered from review of the literature. Further to compare analyticals the concepts and properties observed from field work, so as to present a final definition of women's health and, build a conceptual framework for a united comprehensive perspective on the concept as well as on nursing practice. Data collection and analysis consisted of a theoretical stage, field work stage, and final analysis. A heterogeneous group of professionals and lay persons, 39 in all, participated in the field work. Study findings Include several subconcepts under the concept of women's health : a woman's whole life, holistic health, quality of life, awareness of being a woman, individual nursing, self care ability, reproductive health, and family health. Thus, a comprehensive definition was built, 1. e., "Women's health care be defined as improvement in the quality of life of women through attainment of holistic health throughout the life span. With reproductive health at the core, the concept is directly related to family and national health, and includes taking care of one's own health based on awareness of being a woman and utilizing self care activities. Women's health care issues are unique and allow various responses, therefore women's health professionals need to apply individual approaches to reach solutions in attaining holistic health and improving quality of life." The constructual factors of women's health were found to be reproductive functions, diseases more common in woman, self actualization, mental health, women's health policies, sexuality, midlife changes, and marital relations, with each factor having more than three properties. Positive factors affecting women's health were found to be a normal childbearing process, a healthy lifestyle, active health management, health information, support, and resources, and interpersonal relationships. Negative factors were found to be overwhelming role stress, cultural oppression, gender inequality, distorted sexual identity, economic difficulties, misuse and/or abuse of substances, and stress. The model of women's health may be visualized as a balance scale set upon a woman's life, supporting 4 concentric circles. The innermost circle and second circle incorporate conceptual definitions of women's health, and the outer two circles represent the constructional factors and properties of women's health. Each circle has its own color that symbolizes the conceptual meaning. Positive and negative factors are represented as weights at either end of the scale, and are affected by nursing intervention, i. e., health and wellness increase when positive factors are stronger, whereas disease and illness increase when negative factors are stronger. This model is only a preliminary effort and requires much discussion and testing to be further developed. Continuous research is also required.

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CPT와 DMT를 이용한 부산점토의 최대전단탄성계수 추정방법에 관한 연구 (The Prediction Method of the Small Strain Shear Modulus for Busan Clay Using CPT and DMT)

  • 홍성진;윤형구;이종섭;이우진
    • 한국지반공학회논문집
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    • 제25권6호
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    • pp.5-16
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    • 2009
  • 본 연구는 콘 관입시험(CTP)과 딜라토미터시험(DMT)을 이용한 부산지역 점토의 최대전단탄성계수 추정($G_{max}$)에 관한 것이다. 이를 위해 부산신항 지역과 녹산지역에서 피에조콘 관입시험(CPT) 및 달라토미터시험(DMT)를 수행하였으며, 비교란 시료를 채취하여 hybrid oedometer 시험을 실시하였다. Oedometer 내벽에 장착된 벤더엘리먼트로 전단파 속도를 측정하여 최대전단탄성계수를 산정하였으며, 이를 바탕으로 부산점토의 최대전단탄성계수와 구속응력, 간극비, 응력이력간의 관계를 파악하였다. 현장시험 및 실내시험을 분석한 결과, $q_t$$G_{max}$의 상관계수 ${\alpha}_G$는 소성지수에 반비례하는 것으로 나타났으며, $E_D$$G_{max}$의 상관계수 $R_G$는 ($I/I_D$)$(p_a/{\sigma}'_v)^{0.5}$와 비례관계를 나타냈다. 이러한 관계를 바탕으로 본 연구에서는 CPT와 DMT 시험으로부터 $G_{max}$를 추정하는 방법을 개발하였으며, 제안된 방법은 부산점토의 최대전단탄성계수를 적절하게 예측하는 것으로 관찰되었다.

Dynamic response of functionally gradient austenitic-ferritic steel composite panels under thermo-mechanical loadings

  • Isavand, S.;Bodaghi, M.;Shakeri, M.;Mohandesi, J. Aghazadeh
    • Steel and Composite Structures
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    • 제18권1호
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    • pp.1-28
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    • 2015
  • In this paper, the dynamic response of functionally gradient steel (FGS) composite cylindrical panels in steady-state thermal environments subjected to impulsive loads is investigated for the first time. FGSs composed of graded ferritic and austenitic regions together with bainite and martensite intermediate layers are analyzed. Thermo-mechanical material properties of FGS composites are predicted according to the microhardness profile of FGS composites and approximated with appropriate functions. Based on the three-dimensional theory of thermo-elasticity, the governing equations of motionare derived in spatial and time domains. These equations are solved using the hybrid Fourier series expansion-Galerkin finite element method-Newmark approach for simply supported boundary conditions. The present solution is then applied to the thermo-elastic dynamic analysis of cylindrical panels with three different arrangements of material compositions of FGSs including ${\alpha}{\beta}{\gamma}M{\gamma}$, ${\alpha}{\beta}{\gamma}{\beta}{\alpha}$ and ${\gamma}{\beta}{\alpha}{\beta}{\gamma}$ composites. Benchmark results on the displacement and stress time-histories of FGS cylindrical panels in thermal environments under various pulse loads are presented and discussed in detail. Due to the absence of similar results in the specialized literature, this paper is likely to fill a gap in the state of the art of this problem, and provide pertinent results that are instrumental in the design of FGS structures under time-dependent mechanical loadings.