• Title/Summary/Keyword: In-hand modeling

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앙상블 칼만 필터 기반 탄소추적시스템의 아시아 지역 탄소 순환 진단에의 적용 (Application of Carbon Tracking System based on Ensemble Kalman Filter on the Diagnosis of Carbon Cycle in Asia)

  • 김진웅;김현미;조천호
    • 대기
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    • 제22권4호
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    • pp.415-427
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    • 2012
  • $CO_2$ is the most important trace gas related to climate change. Therefore, understanding surface carbon sources and sinks is important when seeking to estimate the impact of $CO_2$ on the environment and climate. CarbonTracker, developed by NOAA, is an inverse modeling system that estimates surface carbon fluxes using an ensemble Kalman filter with atmospheric $CO_2$ measurements as a constraint. In this study, to investigate the capability of CarbonTracker as an analysis tool for estimating surface carbon fluxes in Asia, an experiment with a nesting domain centered in Asia is performed. In general, the results show that setting a nesting domain centered in Asia region enables detailed estimations of surface carbon fluxes in Asia. From a rank histogram, the prior ensemble spread verified at observational sites located in Asia is well represented with a relatively flat rank histogram. The posterior flux in the Eurasian Boreal and Eurasian Temperate regions is well analyzed with proper seasonal cycles and amplitudes. On the other hand, in tropical regions of Asia, the posterior flux does not differ greatly from the prior flux due to fewer $CO_2$ observations. The root mean square error of the model $CO_2$ calculated by the posterior flux is less than the model $CO_2$ calculated by the prior flux, implying that CarbonTracker based on the ensemble Kalman filter works appropriately for the Asia region.

Investigation of a fiber reinforced polymer composite tube by two way coupling fluid-structure interaction

  • Daricik, Fatih;Canbolat, Gokhan;Koru, Murat
    • Coupled systems mechanics
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    • 제11권4호
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    • pp.315-333
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    • 2022
  • Fluid-Structure Interaction (FSI) modeling is highly effective to reveal deformations, fatigue failures, and stresses on a solid domain caused by the fluid flow. Mechanical properties of the solid structures and the thermophysical properties of fluids can change under different operating conditions. In this study, we investigated the interaction of [45/-45]2 wounded composite tubes with the fluid flows suddenly pressurized to 5 Bar, 10 Bar, and 15 Bar at the ambient temperatures of 24℃, 66℃, and 82℃, respectively. Numerical analyzes were performed under each temperature and pressure condition and the results were compared depending on the time in a period and along the length of the tube. The main purpose of this study is to present the effects of the variations in fluid characteristics by temperature and pressure on the structural response. The variation of the thermophysical properties of the fluid directly affects the deformation and stress in the material due to the Wall Shear Stress (WSS) generated by the fluid flow. The increase or decrease in WSS directly affected the deformations. Results show that the increase in deformation is more than 50% between 5 Bar and 10 Bar for the same operating condition and it is more than 100% between 5 Bar and 15 Bar by the increase in pressure, as expected in terms of the solid mechanics. In the case of the increase in the temperature of fluid and ambient, the WSS and Von Mises stress decrease while the slight increases of deformations take place on the tube. On the other hand, two-way FSI modeling is needed to observe the effects of hydraulic shock and developing flow on the structural response of composite tubes.

Grain Growth Revealed by Multi-wavelength Analysis of Non-axisymmetric Substructures in the Protostellar Disk WL 17

  • Han, Ilseung;Kwon, Woojin;Aso, Yusuke
    • 천문학회보
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    • 제45권1호
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    • pp.59.2-59.2
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    • 2020
  • Disks around protostars are the birthplace of planets. The first step toward planet formation is grain growth from ㎛-sized grains to mm/cm-sized grains in a disk, particularly in dense regions. In order to study whether grains grow and segregate at the protostellar stage, we investigate the ALMA Band 3 (3.1 mm) and 7 (0.87 mm) dust continuum observations of the protostellar disk WL 17 in ρ Ophiuchus L1688 cloud. As reported in a previous study, the Band 3 image shows substructures: a narrow ring and a large central hole. On the other hand, the Band 7 image shows different substructures: a non-axisymmetric ring and an off-center hole. The two-band observations provide a mean spectral index of 2.3, which suggests the presence of mm/cm-sized large grains. Its non-axisymmetric distribution may imply dust segregation between small and large grains. We perform radiative transfer modeling to examine the size and spatial distributions of dust grains in the WL 17 disk. The best-fit model suggests that large grains (>1 cm) exist in the disk, settling down toward the midplane, whereas small grains (~10 ㎛) well mixed with gas are distributed off-center and non-axisymmetrically in a thick layer. The low spectral index and the modeling results suggest that grains rapidly grow at the protostellar stage and that grains differently distribute depending on sizes, resulting in substructures varying with observed wavelengths. To understand the differential grain distributions and substructures, we discuss the effects of the protoplanet(s) expected inside the large hole and the possibility of gravitational instability.

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토픽모델링을 이용한 약어 중의성 해소 (Abbreviation Disambiguation using Topic Modeling)

  • 이운교;김자희;양준기
    • 한국시뮬레이션학회논문지
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    • 제32권1호
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    • pp.35-44
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    • 2023
  • 최근 텍스트 분석으로 트렌드 분석이나 연구 동향 분석을 하는 연구 사례가 많다. 텍스트 분석을 위한 자료 수집에 사용되는 검색어가 약어일 때 약어의 특성상 의미 중의성 해소가 필요하다. 다수의 연구에서는 연구에 필요한 자료를 찾기 위해 수작업으로 자료를 하나씩 읽어 문서를 분류하고 있다. 약어의 의미 중의성 해소를 위한 연구는 단어의 의미를 명확화하는 연구가 대부분이고 지도학습을 이용하고 있다. 약어 중의성 해소를 위한 선행 방법은 약어로 검색된 자료에서 연구 대상 자료를 찾는 문서 분류에는 적합하지 않으며 관련 연구도 부족하다. 본 연구에서는 데이터 전처리 단계에서 비지도 학습 방법인 비음수 행렬 분해 방법으로 토픽 모델링을 진행하여 약어로 수집된 문서를 반자동으로 분류하는 방법을 제시한다. 이를 검증하기 위해 'MSA'라는 약어 검색어로 학술 데이터베이스에서 논문 자료를 수집했다. 수집된 논문 1,401편에서 제안된 방법으로 316편의 Micro Services Architecture와 관련된 논문을 찾았다. 제안된 방법의 문서 분류 정확도는 92.36%로 측정되었다. 제안된 방법이 수작업에 따른 연구자의 시간과 비용을 줄일 수 있기를 기대한다.

Mechanical Modeling of Rollable OLED Display Apparatus Considering Spring Component

  • Ma, Boo Soo;Jo, Woosung;Kim, Wansun;Kim, Taek-Soo
    • 마이크로전자및패키징학회지
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    • 제27권2호
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    • pp.19-26
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    • 2020
  • Flexible displays have been evolved into curved, foldable, and rollable as the degree of bending increases. Due to the presence of brittle electrodes (e.g. indium-tin oxide (ITO)) that easily cracked and delaminated under severe bending deformation, lowering mechanical stress of the electrodes has been critical issue. Because of this, mechanical stress of brittle electrode in flexible displays has been analyzed mostly in terms of bending radius. On the other hand, in order to make rollable display, various mechanical components such as roller and spring are needed to roll-up or extend the screen for the rollable display apparatus. By these mechanical components, brittle electrode in the rollable display is subjected to the excessive tensile stress due to the retracting force as well as the bending stress by the roller. In this study, mechanical deformation of rollable OLED display was modeled considering boundary conditions of the apparatus. An analytical modeling based on the classical beam theory was introduced in order to investigate the mechanical behavior of the rollable display. In addition, finite element analysis (FEA) was used to analyze the effect of mechanical components in the apparatus on the brittle electrode. Furthermore, a strategy for improving the mechanical reliability of the rollable display was suggested through controlling the stiffness of adhesives in the display panel.

편향하중 조건 보행시 인체의 적응 작용에 대한 분석 (Joint moments and muscle forces during walking with sided load as one of activities of daily living)

  • 김현동;손종상;김한성;김영호;임도형
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2008년도 추계학술대회A
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    • pp.1709-1712
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    • 2008
  • The trunk is inclined to the loaded side when carrying an object as one of activities of daily living. As the reaction to this behavior the human body may be inclined to his/her trunk to unloaded side. The present study investigated the biomechanical effects of weight variation for sided load carriage during walking upon joint moments and muscle torques, through the tracker agent and joint driving dynamic analysis. To perform the experiment one male was selected as subject for the study. Gait analysis was performed by using a 3D motion analysis system. Thirty nine 14mm reflective markers, according to the plug-in marker set, were attached to the subject. We used BRG.LifeMOD(Biomechanics Research Group, Inc., USA), for skeletal modeling and inverse and joint driving dynamic simulation during one gait cycle. In walking with a sided load carriage, the subject modeled held the carriage with the right hand, which weighed 0, 5, 10, 15kg, 20kg respectively. The result of this simulation showed that knee and hip in the coronal plane were inclined to the loaded side and loaded side had larger moments as the sided load carriage was increased. On the other hand thoracic and lumbar in the coronal plane had larger negative values as the sided loaded carriage was increased. The thoracic and lumbar in the transverse plane also had larger values as the sided load was increased. And the several muscles of loaded side were increased as increasing sided load. It could be concluded that human body is adopted to side loaded circumstances by showing more biologic force. These results could be very useful in analysis for delivery motion of daily life.

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CYCLONE 모델링 기법 개선을 통한 초고층 공사의 자재 양중 작업 프로세스 최적화 연구 (Lifting Work Process Optimization Method in High-rise Building Construction Through Improvement of CYCLONE Modeling Method)

  • 황두원;권오경;최윤기
    • 한국건설관리학회논문집
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    • 제18권2호
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    • pp.58-70
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    • 2017
  • 초고층 건축공사에서 리프트카를 이용한 자재 양중 관리는 핵심적인 관리분야 중 하나이다. 기존 연구들은 양중계획의 기본 단위인 양중 사이클타임이나 리프트카의 운행효율은 기존 사례를 참고하여 적용하거나 관리목표로 설정하고 개략적으로 산정하는 한계가 있었다. 따라서 본 연구에서는 양중 사이클타임을 단축하고 가동율을 향상시키기 위하여 자재 양중작업 프로세스를 최적화하는 방법론 제안을 목표로 하였다. CYCLONE 모델을 변형하여 작업시간과 작업위치를 반영할 수 있도록 개선하고, 세부 작업을 조정하여 프로세스를 최적화 하는 방법론을 제안하였다. 이 방법론에 따라 양중작업 프로세스를 개선하고 민감도 분석과 현장 적용성 평가를 실시하였으며 초고층 현장에 적용하였다. 기존 작업 프로세스와 개선된 작업 프로세스를 양중 높이별로 시뮬레이션하고 이를 현장 적용 결과 데이터와 비교하여 양중작업 시간 단축과 가동율 향상 정도를 비교 분석하여 최적화 방법론의 효용성을 검증하였다.

Minimum Entropy Deconvolution을 이용한 지하수 상대 재충진양의 시계열 추정법

  • 김태희;이강근
    • 한국지하수토양환경학회:학술대회논문집
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    • 한국지하수토양환경학회 2003년도 추계학술발표회
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    • pp.574-578
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    • 2003
  • There are so many methods to estimate the groundwater recharge. These methods can be categorized into four groups. First groupis related to the water balance analysis, second group is concerned with baseflow/springflow recession, and third group is interested in some types of tracers; environmental tracers and/or temperature profile. The limitation of these types of methods is that the estimated results of recharge are presented in the form of an average over some time period. Forth group has a little different approach. They use the time series data of hydraulic head and specific yield evaluated from field test, and the results of estimation are described in the sequential form. But their approach has a serious problem. The estimated results in forth typeof methods are generally underestimated because they cannot consider the discharge phase of water table fluctuation coupled with the recharge phase. Ketchum el. at. (2000) proposed calibrated method, considering recharge- and discharge-coupled water table fluctuation. But the dischargeis considered just as the areal average with discharge rate. On the other hand, there are many methods to estimate the source wavelet with observed data set in geophysics/signal processing and geophysical methods are rarely applied to the estimation of groundwater recharge. The purpose this study is the evaluation of the applicability of one of the geophysical method in the estimation of sequential recharge rate. The applied geophysical method is called minimum entropy deconvolution (MED). For this purpose, numerical modeling with linearized Boussinesq equation was applied. Using the synthesized hydraulic head through the numerical modeling, the relative sequenceof recharge is calculated inversely. Estimated results are very concordant with the applied recharge sequence. Cross-correlations between applied recharge sequence and the estimated results are above 0.985 in all study cases. Through the numerical test, the availability of MED in the estimation of the recharge sequence to groundwater was investigated

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피나클치료계획시스템에서 자동모델화과정으로 얻은 Jaw와 다엽콜리메이터의 투과 계수 평가 (Estimation of Jaw and MLC Transmission Factor Obtained by the Auto-modeling Process in the Pinnacle3 Treatment Planning System)

  • 황태진;강세권;정광호;박소아;이미연;김경주;오도훈;배훈식;서태석
    • 한국의학물리학회지:의학물리
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    • 제20권4호
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    • pp.269-276
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    • 2009
  • 세기조절방사선치료(IMRT)뿐만 아니라 3차원 입체조형치료(3D-CRT)와 같이 광자선을 이용한 방사선 치료 기술은 방사선을 받아야 하는 표적의 면적을 충분히 증가시키면서, 동시에 정상 조직은 방사선으로부터 보호하기 위하여 정확한 선량 계산을 필요로 한다. Jaw 콜리메이터와 다엽 콜리메이터가 그러한 목적을 위해서 사용되어 왔다. 우리 기관에서 사용하는 피나클 치료계획시스템은 모델기반의 광자선량 알고리듬을 사용하기 때문에 Jaw 콜리메이터 투과계수(JTF)와 다엽 콜리메이터 투과계수(MLCTF)와 같은 모델변수들의 집합이 측정된 데이터로부터 결정된다. 그러나, 이러한 자동모델화과정에 의해서 얻어진 모델변수들이 직접 측정하여 얻은 것들과 다를 수 있는데, 이는 선량분포에 영향을 줄 수 있다. 그래서, 이 연구에서 우리는 피나클 치료계획시스템에서 자동모델화과정에 의해 얻은 JTF와 MLCTF를 평가하였다. 먼저 우리는 이 연구에서 Jaw 콜리메이터 투과계수(JTF)와 다엽 콜리메이터 투과계수(MLCTF)를 직접 측정하여 얻었는데, 이것은 물팬톰 내 기준깊이에서 조사면이 $0{\times}0\;cm^2$일 때의 선량과 $10{\times}10\;cm^2$일 때의 선량의 비로 얻었다. 또한, JTF와 MLCTF는 치료계획시스템내 자동모델화 과정에 의해서도 얻어서, 이 값들이 3차원 입체조형치료시에 선량에 어떠한 영향을 끼치는지 팬톰 연구와 환자 연구를 통해서 평가하였다. 직접 측정한 경우 JTF는 6 MV의 경우에 0.001966, 10 MV의 경우에는 0.002971이었고, MLCTF는 6 MV의 경우에 0.01657, 10 MV의 경우에 0.01925이었다. 한편, 자동모델화 과정에 의해 얻은 경우, JTF는 6 MV의 경우에 0.001983, 10 MV의 경우에는 0.010431이었고, MLCTF는 6 MV의 경우에 0.00188, 10 MV의 경우에 0.00453이었다. JTF와 MLCTF의 경우에 직접 측정한 것은 자동모델화 과정에 의해 얻은 값과 큰 차이를 보였으나, 6 MV와 10 MV의 선질을 고려하면, 보다 합리적이었고, 이러한 값의 차이는 낮은 선량의 영역에서 선량에 영향을 미쳤다. JTF와 MLCTF의 잘못된 값은 선량의 오차를 다소 발생시킬 수도 있기 때문에, JTF와 MLCTF를 자동모델화과정에 의해서 얻은 값과 직접 측정하여 얻은 값을 비교하는 것은 빔커미셔닝 단계에서 도움이 될 것이다.

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M&S기반 무기체계개발에서 시스템 안전요건 반영을 통한 VV&A 프로세스 개선에 관한 연구 (On Improving the Verification, Validation and Accreditation Process by Including Safety Requirements in M&S-Based Development of Weapon Systems)

  • 심상현;이재천
    • 대한안전경영과학회지
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    • 제16권4호
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    • pp.123-131
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    • 2014
  • Modern weapon systems are getting more complex in terms of the functionality and also the conditions on the environment and range in which they are deployed and used. Therefore, many development programs can easily be exposed to a variety of risks, resulting in delayed schedules and cost overrun. As such, effective means are necessary to keep the defence budget at an affordable level while competitive edges on technological aspects are retained. As one way to meet those need, modeling and simulation (M&S) methods have widely been used, particularly in the test and evaluation (T&E) process for weapon systems development. The result of M&S-based systems development should be evaluated by the verification, validation & accreditation (VV&A) process to assure keeping reliability at a desired level. On the other hand, due to the explosiveness, the weapons systems development naturally requires to consider safety issues in both the T&E and operational periods. The purpose of this paper is to improve the VV&A process by reflecting the safety requirements therein. To do so, the VV&A process has been analyzed and graphically modeled first and then safety elements have been incorporated effectively. The use of the improved process in the war ships development has also been discussed. Based on the process proposed and the consequent database constructed, the target system can be expected to benefit from reducing development risks while assuring systems safety.