• 제목/요약/키워드: Structure Equation Model

검색결과 981건 처리시간 0.03초

모형 가스터빈 연소기에서 선회 예혼합화염의 대와동모사(LES) (Large Eddy Simulation of Swirling Premixed Flames in a Model Gas Turbine Combustor)

  • 황철홍;이창언
    • 한국항공우주학회지
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    • 제34권7호
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    • pp.79-88
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    • 2006
  • 본 논문에서는 대와동모사를 이용하여 모형 가스터빈 연소기에서 난류 예혼합연소의 선회 유동구조와 화염특성이 검토되었다. 비정상 화염 거동을 모사하기 위하여 G-방정식 화염편 모델이 적용되었다. 결과로서, 입구 선회수 증가에 따른 코너 및 중앙 재순환 유동이 뚜렷한 차이를 보이며, 화염의 길이도 점차 감소됨을 확인 할 수 있었다. 또한 강선회 조건에서 역화현상의 원인이 확인되었다. 정확한 비정상 화염거동의 모사를 위하여, 연소실 내 음향파 거동의 예측성능이 우선적으로 검토되었으며, 스텝 모서리 근처에서 생성된 와동이 화염면 변동에 가장 큰 영향을 주고 있음을 알 수 있었다. 마지막으로 비정상 화염-와동 상호작용에 대한 해석을 통해 선회와 음향파의 전개로부터 생성된 와동의 진동이 화염면 및 열발생의 변동과 밀접하게 관련되어짐을 체계적으로 규명하였다.

Quantitative Analysis of Human Impact on River Runoff in the Laohahe Basin through the Conceptual Xin'anjiang Model

  • Ren, Liliang;Vu, Van Nghi;Yuan, Fei;Li, Chunhong;Wang, Jixin
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2007년도 학술발표회 논문집
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    • pp.15-21
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    • 2007
  • Due to a decreasing tendency of river runoff in the Laohahe River basin in North China, quantitative analysis was made with the aid of the conceptual Xinanjiang model under the background of nature climate variability as well as human-induced climate change according to the long-term observational hydrometeorological data. In the past, the human effect on surface water resources was estimated by investigating the impact of human activities on each item in the equation of water balance, so as to calculate water quantity of each item in the original natural status. It seems to be clear conceptually. It is appropriate just for the case of direct impact, such as water transfer from one basin to another, water storage by various scales of hydraulic projects, besides a huge amount of investigation and indeterminate statistics data when applied in practice. It is difficult for us to compute directly water consumption due to the implementation of measures for soil conservation, the improvement of farming techniques in agriculture, the growth of population in towns and villages, and the change of socioeconomic structure. In view of such situation, the Xinanjiang model was used to separate human impact from the climatic impact on water resources. Quantitatively human activity made river runoff decrease by 1.02, 50.67, 58.06 mm in 1960's, 1970's, 1980's, respectively, while by 97.2 mm in 1990's in the sense of annual average in the Laohahe River basin.

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비선형 이동경화를 고려한 점소성 모델의 내연적 적분 (A Semi-Implicit Integration for Rate-Dependent Plasticity with Nonlinear Kinematic Hardening)

  • 윤삼손;이순복
    • 대한기계학회논문집A
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    • 제27권9호
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    • pp.1562-1570
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    • 2003
  • The prediction of the inelastic behavior of the structure is an essential part of reliability assessment procedure, because most of the failures are induced by the inelastic deformation, such as creep and plastic deformation. During decades, there has been much progress in understanding of the inelastic behavior of the materials and a lot of inelastic constitutive equations have been developed. The complexity of these constitutive equations generally requires a stable and accurate numerical method. The radial return mapping is one of the most robust integration scheme currently used. Nonlinear kinematic hardening model of Armstrong-Fredrick type has recovery term and the direction of kinematic hardening increment is not parallel to that of plastic strain increment. In this case, The conventional radial return mapping method cannot be applied directly. In this investigation, we expanded the radial return mapping method to consider the nonlinear kinematic hardening model and implemented this integration scheme into ABAQUS by means of UMAT subroutine. The solution of the non-linear system of algebraic equations arising from time discretization with the generalized midpoint rule is determined using Newton method and bisection method. Using dynamic yield condition derived from linearization of flow rule, the integration scheme for elastoplastic and viscoplastic constitutive model was unified. Several numerical examples are considered to demonstrate the efficiency and applicability of the present method.

모형 가스터빈 연소기의 입구 형상변화에 따른 연소 불안정성에 관한 LES 연구 (LES Studies on the Combustion Instability with Inlet Configurations in a Model Gas Turbine Combustor)

  • 황철홍;이창언
    • 대한기계학회논문집B
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    • 제32권5호
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    • pp.342-350
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    • 2008
  • The effects of combustion instability on flow structure and flame dynamics with the inlet configurations in a model gas turbine combustor were investigated using large eddy simulation (LES). A G-equation flamelet model was employed to simulate the unsteady flame behaviors. As a result of mean flow field, the change of divergent half angle($\alpha$) at combustor inlet results in variations in the size and shape of the central toroidal recirculation (CTRZ) as well as the flame length by changing corner recirculation zone (CRZ). The case of ${\alpha}=45^{\circ}$ show smaller size and upstream location of CTRZ than those of $90^{\circ}$ and $30^{\circ}$ by the development of higher swirl velocity. The flame length in the case of ${\alpha}=45^{\circ}$ is shorter than other cases, while the case of ${\alpha}=30^{\circ}$ yields the longest flame length due to the decrease of effective reactive area with the absence of CRZ. Through the analysis of pressure fluctuation, it was identified that the case of ${\alpha}=45^{\circ}$ shows the largest damping effect of pressure oscillation in all configurations and brings in the noise reduction of 2.97dB, compared to that of ${\alpha}=30^{\circ}$ having the largest pressure oscillation. These reasons were discussed in detail through the analysis of unsteady phenomena related to recirculation zone and flame surface. Finally the effects of flame-acoustic interaction were evaluated using local Rayleigh parameter.

자기유체역학 코드를 이용한 축 대칭 엑스 핀치 플라즈마 구조의 2차원 전산해석 (Numerical Simulation on the Formation and Pinching Plasma in X-pinch Wires on 2-D Geometry)

  • 변상민;나용수;정경재;김덕규;이상준;이찬영;함승기;류종현
    • 한국군사과학기술학회지
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    • 제24권2호
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    • pp.211-218
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    • 2021
  • This paper deals with the computational work to characterize the formation and pinching of a plasma in an X-pinch configuration. A resistive magnetohydrodynamic model of a single fluid and two temperature is adopted assuming a hollow conical structure in the (r,z) domain. The model includes the thermodynamic parameter of tungsten from the corrected Thomas-Fermi EOS(equation of state), determining the average ionization charge, pressure, and internal energy. The transport coefficients, resistivity and thermal conductivity, are obtained by the corrected Lee & More model and a simple radiation loss rate by recombination process is considered in the simulation. The simulation demonstrated the formation of a core-corona plasma and intense compression process near the central region which agrees with the experimental observation in the X-pinch device at Seoul National University. In addition, it confirmed the increase in radiation loss rate with the density and temperature of the core plasma.

인공지능(AI) 기술 기반의 뉴스 앵커에 대한 수용 의도의 선행요인 연구 (An Evaluation of Determinants to Viewer Acceptance of Artificial Intelligence-based News Anchor)

  • 신하얀;권상희
    • 한국콘텐츠학회논문지
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    • 제21권4호
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    • pp.205-219
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    • 2021
  • 본 연구는 인공지능(AI) 기술을 기반으로 제작된 뉴스 앵커의 시청자 수용에 영향을 미치는 선행 요인 조사를 목적으로 하였다. AI 뉴스 앵커에 대한 지각된 신뢰와 지각된 유용성, 의인화, 사회적 실재감, 그리고 이해도를 포함하는 5개의 선행요인이 사용자 수용에 영향을 미칠 것으로 예상하였다. 그리고 AI 뉴스 앵커로부터 지각하는 능력과 호의, 진실성은 신뢰를 형성하는 선행요인으로 예측하였다. 연구모형과 연구가설을 통계적 유의수준에서 검증하기 위하여 513명의 조사 대상자로부터 설문 데이터를 수집하였다. 데이터의 정규성과 동일방법편의, 내적 일관성 평가와 함께 탐색적 요인분석과 확인적 요인분석을 포함한 척도 순화 프로세스를 수행하였다. 구조방정식 모형 분석을 수행한 결과, AI 뉴스 앵커로부터 지각하는 신뢰와 지각된 유용성, 의인화는 시청자 수용에 유의한 정(+)의 영향을 미치는 것으로 나타났다. 그리고 AI 앵커로부터 지각한 능력과 진실성은 신뢰에 유의한 정(+)의 영향을 미치는 것으로 평가되었다.

가우스 함수의 파라미터에 따른 비대칭형 무접합 이중 게이트 MOSFET의 문턱전압 이하 스윙 분석 (Analysis on Subthreshold Swing of Asymmetric Junctionless Double Gate MOSFET for Parameters for Gaussian Function)

  • 정학기
    • 한국전기전자재료학회논문지
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    • 제35권3호
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    • pp.255-263
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    • 2022
  • The subthreshold swing (SS) of an asymmetric junctionless double gate (AJLDG) MOSFET is analyzed by the use of Gaussian function. In the asymmetric structure, the thickness of the top/bottom oxide film and the flat-band voltages of top gate (Vfbf) and bottom gate (Vfbb) could be made differently, so the change in the SS for these factors is analyzed with the projected range and standard projected deviation which are parameters for the Gaussian function. An analytical subthreshold swing model is presented from the Poisson's equation, and it is shown that this model is in a good agreement with the numerical model. As a result, the SS changes linearly according to the geometric mean of the top and bottom oxide film thicknesses, and if the projected range is less than half of the silicon thickness, the SS decreases as the top gate oxide film is smaller. Conversely, if the projected range is bigger than a half of the silicon thickness, the SS decreases as the bottom gate oxide film is smaller. In addition, the SS decreases as Vfbb-Vfbf increases when the projected range is near the top gate, and the SS decreases as Vfbb-Vfbf decreases when the projected range is near the bottom gate. It is necessary that one should pay attention to the selection of the top/bottom oxide thickness and the gate metal in order to reduce the SS when designing an AJLDG MOSFET.

Moment-rotational analysis of soil during mining induced ground movements by hybrid machine learning assisted quantification models of ELM-SVM

  • Dai, Bibo;Xu, Zhijun;Zeng, Jie;Zandi, Yousef;Rahimi, Abouzar;Pourkhorshidi, Sara;Khadimallah, Mohamed Amine;Zhao, Xingdong;El-Arab, Islam Ezz
    • Steel and Composite Structures
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    • 제41권6호
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    • pp.831-850
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    • 2021
  • Surface subsidence caused by mining subsidence has an impact on neighboring structures and utilities. In other words, subsurface voids created by mining or tunneling activities induce soil movement, exposing buildings to physical and/or functional destruction. Soil-structure is evaluated employing probability distribution laws to account for their uncertainty and complexity to estimate structural vulnerability. In this study, to investigate the displacement field and surface settlement profile caused by mining subsidence, on the basis of a Winklersoil model, analytical equations for the moment-rotation response ofsoil during mining induced ground movements are developed. To define the full static moment-rotation response, an equation for the uplift-yield state is constructed and integrated with equations for the uplift- and yield-only conditions. The constructed model's findings reveal that the inverse of the factor of safety (x) has a considerable influence on the moment-rotation curve. The maximal moment-rotation response of the footing is defined by X = 0:6. Despite the use of Winkler model, the computed moment-rotation response results derived from the literature were analyzed through the ELM-SVM hybrid of Extreme Learning Machine (ELM) and Support Vector Machine (SVM). Also, Monte Carlo simulations are used to apply continuous random parameters to assess the transmission of ground motions to structures. Following the findings of RMSE and R2, the results show that the choice of probabilistic laws of input parameters has a substantial impact on the outcome of analysis performed.

무인패션점포 수용 - 점포속성의 영향과 소비자 기술준비도의 조절효과 - (Consumer Acceptance of Cashierless Fashion Stores -Effect of Store Attributes and the Moderating Role of Consumer Technical Readiness-)

  • 박소윤;안수경
    • 한국의류산업학회지
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    • 제25권1호
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    • pp.11-23
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    • 2023
  • With the proliferation of the "Untact" culture (non-face-to-face society), advanced technologies have accelerated the cashierless systems in the retail context. Cashierless fashion stores are expected to grow rapidly in the same way automated convenience stores grew in popularity. Applying the extended technology acceptance theory, this study aims to investigate how the attributes of cashierless fashion store influence consumers' acceptance of it and to examine how consumer's technology readiness moderates the model. Two online surveys-preliminary and secondary-were conducted to collect data from consumers in their 20s and 30s who had experienced cashierless stores over the past year. To analyze a total of 423 responses, this study conducted a confirmatory factor analysis, a multi-group factor analysis, a multi-group structure equation modeling, and a descriptive analysis. The results demonstrate that convenience, trustworthiness, and price had a positive impact on perceived ease of use, while service quality had a negative one. Enjoyment, convenience, trustworthiness, and price positively influenced perceived usefulness. Both perceived ease of use and usefulness increased the intention to use. Furthermore, the multi-group comparison confirmed that the positive dimensions of consumer's technology readiness played a moderating role in the model. This study provides a research foundation for consumer acceptance of technologically advanced stores and offers practical implications to companies planning cashierless fashion stores.

BEM과 VOF법을 결합한 수치모델의 개발과 그 타당성 검토 (Development and verification of a combined method of BEM and VOF)

  • 김상호;야마시로;요시다;하시모토;이중우
    • 한국항해항만학회지
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    • 제29권10호
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    • pp.853-858
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    • 2005
  • 최근의 해안, 해양공학 분야에서는 구조물이 있는 영역의 파동을 계산하기 위해 Navier-Stokes 방정식을 기초로 한 많은 기법들이 개발되고 발전되어 왔다. 이들 중 파랑의 쇄파현상 등의 복잡한 파동현상을 재현하기 위한 수치해석 기법으로 Volume Of Fluid method (보프법)에 근거를 둔 수치해석 기법이 자주 사용되어지고 있다. 그러나 보프법은 일반적으로 방대한 계산시간과 기억용량이 요구되는 단점을 가지고 있어, 적어도 100주기 이상의 계산시간을 통한 해석이어야만 만족할 만한 결과가 나타나는 불규칙파랑의 경우, 보프법의 단독 적용으로는 현실적으로 어려워진다. 한편, 경계요소법(BEM)의 경우는 파랑을 신속하고, 정확하게 계산할 수 있으나, 비선형 현상을 재현할 수 없는 단점이 있다. 본 연구는 불규칙 파랑을 대상으로 하고, 구조물이 있는 경우의 파동현상도 계산이 가능한 수치 해석 기법의 개발을 목표로 하고 있다. 이를 위해, 두 기법의 장점을 살려 쇄파현상 등으로 인해 비선형 현상의 재현이 요구되는 영역에서는 보프법을 사용하여 계산하고, 비선형성을 무시할 수 있어 포텐셜이론이 적용 가능한 구간에서는 BEM을 사용하여 계산을 하도록 두 기법을 연결한 BEM-VOF model을 개발하였다. 개발된 수치모델의 검증은 5차 스톡스파의 파랑전파 및 불규칙파랑의 전파를 통해 수행하였다.