• Title/Summary/Keyword: physically based model

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Extreme Design Load Case Analyses of a 5 MW Offshore Wind Turbine Using Unsteady Computational Fluid Dynamics (비정상 CFD 해석기법을 활용한 5 MW 해상풍력터빈 극한 설계하중조건 해석)

  • Kim, Dong-Hyun;Lee, Jang-Ho;Tran, Thanh-Toan;Kwak, Young-Seob;Song, Jin-Seop
    • Journal of Wind Energy
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    • v.5 no.1
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    • pp.22-32
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    • 2014
  • The structural design of a wind turbine must show the verification of the structural integrity of all load-carrying components. Also, design load calculations shall be performed using appropriate and accurate methods. In this study, advanced numerical approach for the calculation of design loads based on unsteady computational fluid dynamics (CFD) is presented considering extreme design load conditions such as the extreme coherent gust (ECG) and the 50 year extreme operating gust (EOG). Unsteady aerodynamic loads are calculated based on Reynolds average Navier-Stokes (RANS) equations with shear-stress transport k-ω(SST k-ω) turbulent model. A full three-dimensional 5 MW offshore wind-turbine model with rotating blades, hub, nacelle, and tower configuration is practically considered and its aerodynamic interference effect among blades, nacelle, and tower is also accurately considered herein. Calculated blade loads based on unsteady CFD method with respect to blade azimuth angle are compared with those by NREL FAST code and physically investigated in detail.

Prediction of potential Landslide Sites Using GIS (지리정보시스템에 기반한 산지재해 예측)

  • Cha, Kyung Seob;Kim, Tae Hoon;Kim, Young Jin
    • Journal of Korean Society of societal Security
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    • v.1 no.4
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    • pp.57-64
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    • 2008
  • Korea has been suffered from serious damages of lives and properties, due to landslides that are triggered by heavy rains in every monsoon season. This study developed the physically based landslide prediction model which consists of 3 parts, such as slope stability analysis model, groundwater flow model and soil depth model. To evaluate its applicability to the prediction of landslides, the data of actual landslides were plotted on the areas predicted on the GIS map. The matching rate of this model to the actual data was 84.8%. The relation between hydrological and landform factors and potential landslide were analyzed.

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Analytical Threshold Voltage Modeling of Surrounding Gate Silicon Nanowire Transistors with Different Geometries

  • Pandian, M. Karthigai;Balamurugan, N.B.
    • Journal of Electrical Engineering and Technology
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    • v.9 no.6
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    • pp.2079-2088
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    • 2014
  • In this paper, we propose new physically based threshold voltage models for short channel Surrounding Gate Silicon Nanowire Transistor with two different geometries. The model explores the impact of various device parameters like silicon film thickness, film height, film width, gate oxide thickness, and drain bias on the threshold voltage behavior of a cylindrical surrounding gate and rectangular surrounding gate nanowire MOSFET. Threshold voltage roll-off and DIBL characteristics of these devices are also studied. Proposed models are clearly validated by comparing the simulations with the TCAD simulation for a wide range of device geometries.

On the Virtual Clay Modeling Using a Force Reflecting Haptic Manipulator (반발력을 생성하는 햅틱장비를 이용한 가상의 점토 모델링에 관한 연구)

  • 채영호
    • Korean Journal of Computational Design and Engineering
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    • v.4 no.1
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    • pp.12-18
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    • 1999
  • A deformable non-Uniform Rational B-Spline (NURBS) based volume is programed for the force reflecting exoskeleton haptic device. In this work, a direct free form deformation (DFFD) technique is applied for the realistic manipulation. In order to implement the real-time deformation, a nodal mapping technique is used to connect points on the virtual object with the NURBS volume. This geometric modeling technique is ideally incorporated with the force reflecting haptic device as a virtual interface. The results in this work introduce details for the complete set-up for the realistic virtual clay modeling task with force feedback. The force reflecting exoskeleton haptic manipulator, coupled with a supporting PUMA 560 manipulator and the virtual clay model are integrated with the graphics display, and results show that the force feedback from the realistic physically based virtual environment can greately enhance the sense of immersion.

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A hybrid hydrological modeling framework combining physically-based and deep-learning-based hydrologic models: an approach considering dam operation (물리 기반 수문모형과 딥러닝 기반 모형을 결합한 하이브리드 수문 모델링 프레임워크: 댐 운영을 고려한 접근)

  • Yongchan Kim;Dongkyun Kim
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.66-66
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    • 2023
  • 대규모 댐의 운영으로 인한 인위적인 유량 교란은 물리 기반 수문모형의 정확한 하천유량 모의를 어렵게 만든다. 이러한 한계를 극복하기 위해, 상류의 자연형 유역 모의를 위한 물리 기반 수문모형 Variable Infiltration Capacity model과 댐 운영 모의를 위한 딥러닝 기반 모델을 결합한 하이브리드 모델링 프레임워크를 개발하였다. 본 연구는 수도권의 주요 상수원이자 대규모 댐들이 존재하는 팔당댐 유역을 대상으로, 물리 기반 수문모형만을 기반으로 구축한 단일 및 계단식 구조의 모델과 하이브리드 모델의 예측 성능을 비교하였다. 2015년부터 2019년까지의 검증 기간 동안, 하이브리드 모델, 단일 및 계단식 구조 모델의 Nash-Sutcliffe Efficiency는 각각 0.6410, -0.1054 그리고 0.2564로 하이브리드 모델의 성능이 가장 높은 것으로 나타났다. 이는 머신러닝 알고리즘을 이용한 댐 운영 고려가 정확한 하천유량 평가를 위해서 필수적임을 시사한다. 이러한 결과는 수자원 관리, 홍수 예측 등 다양한 분야에서 활용될 수 있으며, 특히 미래의 지속 가능한 물 관리를 위해 실무자에게 정확한 자료를 제공하는 데 기여할 수 있다.

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Experimentally validated FEA models of HF2V damage free steel connections for use in full structural analyses

  • Desombre, Jonathan;Rodgers, Geoffrey W.;MacRae, Gregory A.;Rabczuk, Timon;Dhakal, Rajesh P.;Chase, J. Geoffrey
    • Structural Engineering and Mechanics
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    • v.37 no.4
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    • pp.385-399
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    • 2011
  • The aim of this research is to model the behaviour of recently developed high force to volume (HF2V) passive energy dissipation devices using a simple finite element (FE) model. Thus, the end result will be suitable for use in a standard FE code to enable computationally fast and efficient analysis and design. Two models are developed. First, a detailed axial model that models an experimental setup is created to validate the approach versus experimental results. Second, a computationally and geometrically simpler equivalent rotational hinge element model is presented. Both models are created in ABAQUS, a standard nonlinear FE code. The elastic, plastic and damping properties of the elements used to model the HF2V devices are based on results from a series of quasi-static force-displacement loops and velocity based tests of these HF2V devices. Comparison of the FE model results with the experimental results from a half scale steel beam-column sub-assembly are within 10% error. The rotational model matches the output of the more complex and computationally expensive axial element model. The simpler model will allow computationally efficient non-linear analysis of large structures with many degrees of freedom, while the more complex and physically accurate axial model will allow detailed analysis of joint connection architecture. Their high correlation to experimental results helps better guarantee the fidelity of the results of such investigations.

Application and Comparison of GeoWEPP model and USLE model to Natural Small Catchment - A Case Study in Danwol-dong, Icheon-si (소유역에서의 토사유출 산정을 위한 GeoWEPP model과 USLE의 비교.적용 연구 - 이천시 단월동 유역을 사례로)

  • Kim, Min-Seok;Kim, Jin-Kwan;Yang, Dong-Yoon
    • Economic and Environmental Geology
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    • v.40 no.1 s.182
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    • pp.103-113
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    • 2007
  • The empirical USLE and the physically-based GeoWEPP which were distributed model linked with GIS (Geographical Information System) were applied to small natural catchment located in Icheon-si, Gyeonggi-do, South Korea. The results using by two models were total sediment yield from study catchment between January, 2004 and January, 2005. During the study period, the observed total sediment yield was 270.54 ton and the total sediment yield computed by USLE and GeoWEPP model were 358.1 ton and 283.30 ton, respectively. Each of results computed by USLE and GeoWEPP overestimated more than the observed total sediment yield, but, based on the results, the total sediment yield computed by GeoWEPP approximated to the observed result. We suggest that the reason why the total sediment yield using by models overestimated was that computed amounts by two models did not contain the amount of suspended sediment flowed over the weir.

Development a Downscaling Method of Remotely-Sensed Soil Moisture Data Using Neural Networks and Ancillary Data (신경망기법과 보조 자료를 사용한 원격측정 토양수분자료의 Downscaling기법 개발)

  • Kim, Gwang-Seob;Lee, Eul-Rae
    • Journal of Korea Water Resources Association
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    • v.37 no.1
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    • pp.21-29
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    • 2004
  • The growth of water resources engineering associated with stable supply, management, development is essential to overcome the coming water deficit of our country. Large scale remote sensing and the analysis of sub-pixel variability of soil moisture fields are necessary in order to understand water cycle and to develop appropriate hydrologic model. The target resolution of coming Global monitoring of soil moisture field is about 10km which is not appropriate for the regional scale hydrologic model. Therefore, we need a downscaling scheme to generate hydrologic variables which are suitable for the regional hydrologic model. The results of the analysis of sub-pixel soil moisture variability show that the relationship between ancillary data and soil moisture fields shows there is very weak linear relationship. A downscaling scheme was developed using physically-based classification scheme and Neural Networks which are able to link the nonlinear relationship between ancillary data and soil moisture fields. The model is demonstrated by downscaling soil moisture fields from 4km to 0.2km resolution using remotely-sensed data from the Washita'92 experiment.

Investigation on the Pollutant Delivery Characteristics using Physically Based Watershed Model (물리적 기반의 유역모형을 이용한 오염물질 유달 특성 규명)

  • Kim, Chul-Gyum;Kim, Nam-Won
    • Journal of Korean Society on Water Environment
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    • v.25 no.2
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    • pp.256-267
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    • 2009
  • A method of estimating pollutant delivery ratios considering watershed physical and meteorological characteristics and flow conditions using SWAT-K watershed model was described, and pollutant delivery characteristics during dry and rainy seasons, for monthly and seasonally, and with flow regimes were investigated for the Chungju dam watershed. Delivery ratios for sediment, T-N, and T-P showed higher values over 100% during dry and winter seasons with low pollutant loads and flows, and showed relatively uniform ones under 100% during rainy and summer seasons with concentrated loads and flows. It was found that mainly wet flows during summer seasons played very important roles in investigating the delivery characteristics of total or nonpoint pollutant loads, because more than 90% of total loads were influenced by nonpoint source, and discharged with the flows. From the results, we could find out the delivery characteristics with various watershed and flow conditions which are difficult to consider by actual measurement, and could get a foothold of estimating more reasonable and scientific allocated loads for water quality standard using the reliable method of estimating delivery ratios with a watershed model.

Numerical Simulation of Boiling 2-Phase Flow in a Helically-Coiled Tube (나선형코일 튜브 비등2상 유동 수치해석)

  • Jo J. C.;Kim W. S.;Kim H. J.;Lee Y. K.
    • 한국전산유체공학회:학술대회논문집
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    • 2004.03a
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    • pp.49-55
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    • 2004
  • This paper addresses a numerical simulation of the flow and heat transfer in a simplified model of helically coiled tube steam generator using a general purpose computational fluid dynamic analysis computer code. The steam generator model is comprised of a cylindrical shell and helically coiled tubes. A cold feed water entered the tubes is heated up, evaporates. and finally become a superheated steam with a large amount of heat transferred continuously from the hot compressed water at higher pressure flowing counter-currently through the shell side. For the calculation of tube side two-phase flow field formed by boiling, inhomogeneous two-fluid model is used. Both the internal and external turbulent flows are simulated using the standard k-e model. The conjugate heat transfer analysis method is employed to calculate the conduction in the tube wall with finite thickness and the convections in the internal and external fluids simultaneously so as to match the fluid-wall-fluid interface conditions properly. The numerical calculations are peformed for helically coiled tubes of steam generator at an integral type pressurized water reactor under normal operation. The effects of tube-side inlet flow velocity are discussed in details. The results of present numerical simulation are considered to be physically plausible based on the data and knowledge from previous experimental and numerical studies where available.

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