• Title/Summary/Keyword: Computer Fluid Dynamics(CFD)

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VALIDATION OF A DESIGN CODE FOR SODIUM-TO-SODIUM HEAT EXCHANGERS BY UTILIZING COMPUTATIONAL FLUID DYNAMICS (전산유체역학을 이용한 소듐-소듐 열교환기 설계코드의 검증)

  • Kim, D.;Eoh, J.H.;Lee, T.H.
    • Journal of computational fluids engineering
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    • v.21 no.1
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    • pp.19-29
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    • 2016
  • A Prototype Gen-IV Sodium-cooled Fast Reactor which is one of the $4^{th}$ generation nuclear reactors is in development by Korea Atomic Energy Research Institute. The reactor is composed of four main fluid systems which are categorized by its functions, i.e., Primary Heat Transport System, Intermediate Heat Transport System, Decay Heat Removal System and Sodium-Water Reaction Pressure Relief System. The coolant of the reactor is liquid sodium and sodium-to-sodium heat exchangers are installed at the interfaces between two fluid systems, Intermediate Heat Exchangers between the Primary Heat Transport System and the Intermediate Heat Transport System and Decay Heat Exchangers between the Primary Heat Transport System and the Decay Heat Removal System. For the design and performance analysis of the Intermediate Heat Exchanger and the Decay Heat Exchanger, a computer code was written during previous step of research. In this work, the computer code named "SHXSA" has been validated preliminarily by computational fluid dynamics simulations.

Performance Analysis of a CFD Code in Several PC Cluster Systems (다양한 PC 클러스터 시스템 환경에서 CFD 코드의 성능 분석)

  • Cho K. W.;Hong J.;Lee S.
    • Journal of computational fluids engineering
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    • v.6 no.2
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    • pp.47-55
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    • 2001
  • In recent years cluster systems using off-the-shelf processors and networks components have been increasing popular. Since actual performance of a cluster system varies significantly for different architectures, representative in-house codes from major application fields were executed to evaluate the actual performance of systems with different combination of CPU, network, and network topology. As an example of practical CFD(Computational Fluid Dynamics) simulations, the flow past an Onera-M6 wing and the flow past an infinite wing were simulated on clusters of Linux and several other hardware environments.

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The estimations of planing hull running attitude and resistance by using CFD and Goal Driven Optimization

  • ZHANG, Qi;KIM, Dong-Joon
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.51 no.3
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    • pp.285-294
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    • 2015
  • As a "kind of" mature ship form, planing hull has been widely used in military and civilian areas. Therefore, a reasonable design for planing hull becomes more and more important. For planing hull, resistance and trim are always the most important problems we are concerned with. It affects the planing hull's economic efficiency and maneuverability very seriously. Instead of the expensive towing tank experiments, the development of computer comprehensive ability allows us to previously apply computational fluid dynamics(CFD)to the ship design. In this paper, the CFD method and Goal Driven Optimization (GDO) were used in the estimations of planing hull resistance and running attitude to provide a possible method for performance computation of planing hull.

Distance Between a Wind Turbine and a Photovoltaic Module in a Wind-Photovoltaic Hybrid Generation System (태양광-풍력 하이브리드 발전기에서 태양전지모듈과 풍력발전기 이격거리)

  • Woo, Sang-Woo;Kim, Hong-Woo;Kim, Sung-Soo
    • Journal of the Korean Solar Energy Society
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    • v.29 no.4
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    • pp.58-64
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    • 2009
  • This aim of the study is to demonstrate the effect of a photovoltaic module installed on a small wind-photovoltaic hybrid generation system. Computational fluid dynamics(CFD) is used to interpret the velocity field around the photovoltaic module and the blade areas of a wind turbine. According to the simulation results, it is obvious that x_velocity and y_velocity varies very significantly with time near the photovoltaic module. This would lead to an increase of periodic wind load caused by flow separation at the edge of the photovoltaic module. This study discusses the flow characteristics in term of velocity and frequency analysis. Moreover we suggest a distance between a photovoltaic module and a wind turbine to avoid partially the negative effect caused by the photovoltaic module.

Codes and standards on computational wind engineering for structural design: State of art and recent trends

  • Luca Bruno;Nicolas Coste;Claudio Mannini;Alessandro Mariotti;Luca Patruno;Paolo Schito;Giuseppe Vairo
    • Wind and Structures
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    • v.37 no.2
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    • pp.133-151
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    • 2023
  • This paper first provides a wide overview about the design codes and standards covering the use of Computational Wind Engineering / Computational Fluid Dynamics (CWE/CFD) for wind-sensitive structures and built environment. Second, the paper sets out the basic assumptions and underlying concepts of the new Annex T "Simulations by Computational Fluid Dynamics (CFD/CWE)" of the revised version "Guide for the assessment of wind actions and effects on structures" issued by the Advisory Committee on Technical Recommendations for Constructions of the Italian National Research Council in February 2019 and drafted by the members of the Special Interest Group on Computational Wind Engineering of the Italian Association for Wind Engineering (ANIV-CWE). The same group is currently advising UNI CT021/SC1 in supporting the drafting of the new Annex K - "Derivation of design parameters from wind tunnel tests and numerical simulations" of the revised Eurocode 1: Actions on structures - Part 1-4: General actions - Wind actions. Finally, the paper outlines the subjects most open to development at the technical and applicative level.

Prediction of Ship Resistance Performance Based on the Convolutional Neural Network With Voxelization (합성곱 신경망과 복셀화를 활용한 선박 저항 성능 예측)

  • Jongseo Park;Minjoo Choi;Gisu Song
    • Journal of the Society of Naval Architects of Korea
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    • v.60 no.2
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    • pp.110-119
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    • 2023
  • The prediction of ship resistance performance is typically obtained by Computational Fluid Dynamics (CFD) simulations or model tests in towing tank. However, these methods are both costly and time-consuming, so hull-form designers use statistical methods for a quick feed-back during the early design stage. It is well known that results from statistical methods are often less accurate compared to those from CFD simulations or model tests. To overcome this problem, this study suggests a new approach using a Convolution Neural Network (CNN) with voxelized hull-form data. By converting the original Computer Aided Design (CAD) data into three dimensional voxels, the CNN is able to abstract the hull-form data, focusing only on important features. For the verification, suggested method in this study was compared to a parametric method that uses hull parameters such as length overall and block coefficient as inputs. The results showed that the use of voxelized data significantly improves resistance performance prediction accuracy, compared to the parametric approach.

Optimal Design of Water Jet Nozzles Utilizing Independence Design Axiom (독립공리 설계기법을 이용한 LCD 세정노즐의 최적설계)

  • Shin, Hyun-Suk;Lee, Jong-Soo
    • Proceedings of the KSME Conference
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    • 2003.04a
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    • pp.1240-1247
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    • 2003
  • Water jet nozzle for LCD has been used as a wet cleaning process in many industries. It is necessary for the nozzle to consider cleaning effect and flux. In this paper, we applied the bubble dynamic theory(Rayleight-Plesset equation) to improve the cleaning efficiency. Generally, Rayleigh-Plesset equations for cavitation bubbles are used in analyzing computer simulation for caviting flows. Burst of bubbles causes potential energies and we can use these energies to remove organic and inorganic compounds on the LCD. Therefore, it is necessary to analyze the bubble generations and axiomatic design by computational fluid dynamics(CFD). By comparing the weight matrix of neural networks to the design matrix of axiomatic design, we propose methods to verify designs objectively. The optimal solution could be deduced by the regression analysis using the design parameters.

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The Study on Performance in Underfloor Air Distribution(UFAD) Systems using Simulator (시뮬레이터를 이용한 바닥급기시스템의 성능에 관한 연구)

  • Yu, Ji-Yong;Jeong, Cha-Su;Cho, Dong-Woo;Yu, Ki-Hyung;Kim, Dong-Hee;Seo, Jung-Seok
    • Proceedings of the SAREK Conference
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    • 2005.11a
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    • pp.211-216
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    • 2005
  • The authors carried out experiment, Computer Fluid Dynamics(CFD) and energy simulation of simulator. As a results of experiment and CFD, diffuser velocity is very important design factor for occupied zone air conditioning in Under Floor Air Distribution(UFAD) system. Then, in contrast to energy consumption of the Overhead system, the UFAD system could reduce 6.4% of the total energy because of occupied tone air conditioning. It concluded that tile UFAD system is more effective in energy Performance than the Overhead system.

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Prediction of Battery Package Temperature Rise with Machine-Learning (Machine-Learning을 통한 Battery Package 온도 상승 예측)

  • Jong-Hwa Cho;Yeon-A Min
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.01a
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    • pp.341-342
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    • 2023
  • 배터리 기술 고도화 및 기술표준 강화에 따라 완성차 제조사와 배터리 업계간 활발한 협업이이어질 전망이다. 또한 기존 배터리 제조사들이 활발한 증설 및 밸류 체인 확장을 통한 기술가격 경쟁력 격차 유지에 적극적으로 나서고 있어, 향후 시장 주도권 경쟁이 가속화될 것으로 전망된다. 배터리의 온도 상승은 배터리 효율을 낮추는 원인이며, 배터리 온도 제어가 전기자동차 차량의 전체 성능 향상에 중요한 부분이라고 할 수 있다. 본 연구는 실제 Battery Pack 실험 전 열유동해석을 통해 배터리온도 상승추이 및 냉각효율 검증을 진행하는 과정에서 발생하는 과도한 시간 소요를 줄이기 위해 Machine Learning 을 활용하여 검증 효율 및 설계 효율을 높이는데 그 목적이 있으며, CFD를 활용한 배터리 효율 최적화 설계를 하는 기존 모델 대비 30%~50%정도의 성능향상을 예측할 수 있다.

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Study on the Fluid Dynamics Modeling in Artificial Lung Assist Device (인공 폐 보조장치 내에서의 유체 유동 모델링에 대한 연구)

  • Kim, Gi-Beum;Park, Young-Ran;Kim, Shang-Jin;Hong, Chul-Un;Kang, Hyung-Sub;Kim, Jin-Shang;Kim, Seong-Jong;Kim, Min-Ho
    • Korean Chemical Engineering Research
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    • v.49 no.2
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    • pp.230-237
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    • 2011
  • In this study, the characteristic of fluid flow in the new type lung assist devices has been established using computational fluid dynamics(CFD). For the modeling, the hollow fiber was ignored, and vertical types and tangential types were used for the model. Which was to analyze the flow characteristics of the fluid flow model when there exists 1 and 2 input/output ports, and when the input/output ports is located at the center of the cylinder and at the tangential direction with the cylinder wall. The modeling results showed that it was possible to eliminate no-flow region(stagnant layer) as shown in the vertical type when an inlet and an outlet were installed on the tangential direction of the cylinder as shown in the tangential type. Also, in the tangential type, vortex-type flow appeared as dominant, and it showed a complicated flow not deviated to one side. When the number of input/output was two, there was no deviated flow, and complicated flows were generated all across the tube. From the test result, it was found that input/output of flow was tangential type and complicated flows with no stagnant layer would be generated when there are two inputs/outputs, respectively.