• 제목/요약/키워드: Multi-scale model

검색결과 643건 처리시간 0.027초

우울과 불안의 변별적 진단을 위한 다차원 정서 척도의 개발 (Development of an Multi-dimentional Affect Scale for Distinguishing between Depression and Anxiety)

  • 이창묵
    • 한국융합학회논문지
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    • 제9권10호
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    • pp.393-406
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    • 2018
  • 우울과 불안은 진단 기준, 관련 이론, 증상 등에서 유사한 점이 많아 기존의 척도로는 서로를 변별하기 어렵다는 문제가 있다. 본 연구에서는 정적 정서와 부적 정서가 우울, 불안과 높은 관련성을 가지고 있다는 선행 연구를 근거로 우울과 불안의 변별적 진단을 목적으로 하는 진단 척도를 개발하였다. 먼저 우울과 불안의 공통분을 제거한 편상관 계수를 기준으로, 한 쪽에만 높은 상관을 나타내는 문항들을 찾아서 우울 및 불안에 대한 씨앗 척도를 구성하였다. 이 두 씨앗 척도를 독립변수로, 각 정서 문항을 종속변수로 하는 다중 회귀를 시행하여 회귀 계수를 구했으며, 이것을 우울과 불안 점수의 배점으로 사용하였다. 이렇게 개발된 정서 척도는 좋은 내적 일치도를 나타냈으며, 기존 척도와는 높은 상관을 가지면서도 서로에 대한 상관은 더 낮았기 때문에, 기존 척도만큼 잘 측정하면서도 우울과 불안을 좀 더 잘 변별할 것으로 기대되었다. 실제 활용을 위해서 정서에 대한 문화적 특성을 보완하고, 보다 정교한 통계적 방법을 적용해야 할 것이며, 임상집단을 대상으로 하는 타당화 연구를 제안하였다.

Multi-scale Progressive Failure Analysis of Triaxially Braided Textile Composites

  • Geleta, Tsinuel N.;Woo, Kyeongsik
    • International Journal of Aeronautical and Space Sciences
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    • 제18권3호
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    • pp.436-449
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    • 2017
  • In this paper, the damage and failure behavior of triaxially braided textile composites was studied using progressive failure analysis. The analysis was performed at both micro and meso-scales through iterative cycles. Stress based failure criteria were used to define the failure states at both micro- and meso-scale models. The stress-strain curve under uniaxial tensile loading was drawn based on the load-displacement curve from the progressive failure analysis and compared to those by test and computational results from reference for verification. Then, the detailed failure initiation and propagation was studied using the verified model for both tensile and compression loading cases. The failure modes of each part of the model were assessed at different stages of failure. Effect of ply stacking and number of unit cells considered were then investigated using the resulting stress-strain curves and damage patterns. Finally, the effect of matrix plasticity was examined for the compressive failure behavior of the same model using elastic, elastic - perfectly plastic and multi-linear elastic-plastic matrix properties.

Analysis on the evolution of water resources situation in Qiandao Lake Basin from 1960 to 2020

  • DU Junkai;Qiu Yaqin
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.27-27
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    • 2023
  • To analyze the evolution of water resources in Qiandao Lake Basin under the condition of climate change, a WEP-L distributed hydrological model was established to simulate the water cycle process in the basin during 1960-2020. The Mann-Kendall non-parametric test method and Hurst index method were used to analyze the inter-annual variation and annual distribution characteristics of the total water resources in the basin. The multi-scale temporal and spatial distribution and evolution trend of water resources in Qiandao Lake Basin were evaluated. The results show that: (1) The WEP-L model has good simulation results in the Qiandao Lake basin, and the Nash coefficient rate is above 0.83 in the periodic period and above 0.85 in the verification period. (2) The water yield coefficient of the whole basin ranges from 0.436 to 0.630. The annual average total water resource is 12.25 billion m3, equivalent to 1176.4mm of water depth. The annual distribution process shows a unimodal structure, and the water depth of each sub-basin ranges from 742 mm to 1266 mm, and the spatial distribution is higher in the west and lower in the east. (3) The annual water resources series in the basin showed an insignificant upward trend, and the Hurst index was 0.86, indicating a continuous upward trend. From the perspective of monthly water resources, January and February increased significantly, the other months were not significant changes.

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멀티 스케일 접근 방법에 의한 복합소재 적층 판구조의 HSDT 기반 고유진동 해석 (Free Vibration Analysis based on HSDT of Laminated Composite Plate Structures Using Multi-scale Approach)

  • 이상열
    • 대한토목학회논문집
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    • 제34권1호
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    • pp.61-71
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    • 2014
  • 본 연구에서는 건설용 복합소재 구조에 적합한 미시-거시적 멀티 스케일 접근 방법을 제시하고 고차항 이론에 기반한 유한요소 진동 해석을 수행하였다. 본 연구에서 제시하는 멀티-스케일 접근 방법에 의한 유한요소 모델은 해석의 정확성 뿐 만 아니라 재료 조합의 영향을 정확히 보여준다는 점에서 장점을 갖는다. 적용된 유한요소 모델은 화이버의 함침비율의 변화에 따른 적층 판 구조의 고유진동을 상세 분석하기 위하여 개발되었다. 특히, 본 연구에서 제시한 결과는 적층 구조의 보강각도, 적층배열, 그리고 길이-두께비 등과 화이버 함침비율의 변화의 상호작용을 분석하는 데 초점을 두었다. 수치해석 결과로부터 화이버와 모재의 조합의 영향은 거시적 동적 특성을 조절할 수 있으므로 무시되면 안되며, 최적 배합을 통하여 건설용으로서 우수한 동적 구조성능을 만족하도록 설계할 수 있음을 보여준다.

Mechanical buckling of FG-CNTs reinforced composite plate with parabolic distribution using Hamilton's energy principle

  • Tayeb, Tayeb Si;Zidour, Mohamed;Bensattalah, Tayeb;Heireche, Houari;Benahmed, Abdelillah;Bedia, E.A. Adda
    • Advances in nano research
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    • 제8권2호
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    • pp.135-148
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    • 2020
  • The incorporation of carbon nanotubes in a polymer matrix makes it possible to obtain nanocomposite materials with exceptional properties. It's in this scientific background that this work was based. There are several theories that deal with the behavior of plates, in this research based on the Mindlin-Reissner theory that takes into account the transversal shear effect, for analysis of the critical buckling load of a reinforced polymer plate with parabolic distribution of carbon nanotubes. The equations of the model are derived and the critical loads of linear and parabolic distribution of carbon nanotubes are obtained. With different disposition of nanotubes of carbon in the polymer matrix, the effects of different parameters such as the volume fractions, the plate geometric ratios and the number of modes on the critical load buckling are analysed and discussed. The results show that the critical buckling load of parabolic distribution is larger than the linear distribution. This variation is attributed to the concentration of reinforcement (CNTs) at the top and bottom faces for the X-CNT type which make the plate more rigid against buckling.

다중벽 탄소나노튜브의 역학적 거동에 관한 멀티스케일 전산모사 (Multi-scale Simulation on the Mechanical Behavior of Multi-walled Carbon Nanotubes)

  • 박종연;조영삼;김성엽;임세영
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2004년도 추계학술대회
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    • pp.400-403
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    • 2004
  • We present a coarse-graining model to describe the mechanical behaviors of multi-walled carbon nanotubes. To find the atomic configuration in membrane-like nanostructure i.e. carbon nanotube, we employ interpolation functions and the associated element-variables that are defined in the subdivided region. Tersoff-Brenner potential is adopted for interaction of bonded atoms and also van der Waals force for non-bonded interaction. Moreover, we simulate the coarse-graining multi-walled carbon nanotubes with defects and its result is compared with that of perfect multi-walled carbon nanotubes.

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Simulation of Electric Vehicles Combining Structural and Functional Approaches

  • Silva, L.I.;Magallan, G.A.;De La Barrera, P.M.;De Angelo, C.H.;Garcia, G.O.
    • Journal of Electrical Engineering and Technology
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    • 제9권3호
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    • pp.848-858
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    • 2014
  • In this paper the construction of a model that represents the behavior of an Electric Vehicle is described. Both the mechanical and the electric traction systems are represented using Multi-Bond Graph structural approach suited to model large scale physical systems. Then the model of the controllers, represented with a functional approach, is included giving rise to an integrated model which exploits the advantages of both approaches. Simulation and experimental results are aimed to illustrate the electromechanical interaction and to validate the proposal.

Free vibration analysis of chiral double-walled carbon nanotube embedded in an elastic medium using non-local elasticity theory and Euler Bernoulli beam model

  • Dihaj, Ahmed;Zidour, Mohamed;Meradjah, Mustapha;Rakrak, Kaddour;Heireche, Houari;Chemi, Awda
    • Structural Engineering and Mechanics
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    • 제65권3호
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    • pp.335-342
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    • 2018
  • The transverse free vibration of chiral double-walled carbon nanotube (DWCNTs) embedded in elastic medium is modeled by the non-local elasticity theory and Euler Bernoulli beam model. The governing equations are derived and the solutions of frequency are obtained. According to this study, the vibrational mode number, the small-scale coefficient, the Winkler parameter and chirality of double-walled carbon nanotube on the frequency ratio (xN) of the (DWCNTs) are studied and discussed. The new features of the vibration behavior of (DWCNTs) embedded in an elastic medium and the present solutions can be used for the static and dynamic analyses of double-walled carbon nanotubes.

NSGA-II를 이용한 마이크로 프로펠러 수차 블레이드 최적화 (Optimization of Micro Hydro Propeller Turbine blade using NSGA-II)

  • 김병곤
    • 한국유체기계학회 논문집
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    • 제17권4호
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    • pp.19-29
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    • 2014
  • In addition to the development of micro hydro turbine, the challenge in micro hydro turbine design as sustainable hydro devices is focused on the optimization of turbine runner blade which have decisive effect on the turbine performance to reach higher efficiency. A multi-objective optimization method to optimize the performance of runner blade of propeller turbine for micro turbine has been studied. For the initial design of planar blade cascade, singularity distribution method and the combination of the Bezier curve parametric technology is used. A non-dominated sorting genetic algorithm II(NSGA II) is developed based on the multi-objective optimization design method. The comparision with model test show that the blade charachteristics is optimized by NSGA-II has a good efficiency and load distribution. From model test and scale up calculation, the maximum prototype efficiency of the runner blade reaches as high as 90.87%.

Development of a full-scale magnetorheological damper model for open-loop cable vibration control

  • Zhang, Ru;Ni, Yi-Qing;Duan, Yuanfeng;Ko, Jan-Ming
    • Smart Structures and Systems
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    • 제23권6호
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    • pp.553-564
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    • 2019
  • Modeling of magnetorheological (MR) dampers for cable vibration control to facilitate the design of even more effective and economical systems is still a challenging task. In this study, a parameter-adaptive three-element model is first established for a full-scale MR damper based on laboratory tests. The parameters of the model are represented by a set of empirical formulae in terms of displacement amplitude, voltage input, and excitation frequency. The model is then incorporated into the governing equation of cable-damper system for investigation of open-loop vibration control of stay cables in a cable-stayed bridge. The concept of optimal voltage/current input achieving the maximum damping for the system is put forward and verified. Multi-mode suboptimal and Single-mode optimal open-loop control method is then developed. Important conclusions are drawn on application issues and unique characteristics of open-loop cable vibration control using MR dampers.