• 제목/요약/키워드: 전산열유체

검색결과 420건 처리시간 0.022초

정지궤도 위성의 열평형 시험 모델링 및 예비 예측 (THERMAL BALANCE MODELLING AND PREDICTION FOR A GEOSTATIONARY SATELLITE)

  • 전형열;김정훈
    • 한국전산유체공학회:학술대회논문집
    • /
    • 한국전산유체공학회 2009년 춘계학술대회논문집
    • /
    • pp.142-147
    • /
    • 2009
  • COMS (Communication, Ocean and Meteorological Satellite) is a geostationary satellite and has been developing by KARI for communication, ocean and meteorological observations. It will be tested under vacuum condition and very low temperature in order to verify thermal design of COMS. The test will be performed by using KARI large thermal vacuum chamber, which was developed by KARI, and the COMS will be the first flight satellite tested in this chamber. The purposes of thermal balance test are to correlate analytical model used for design evaluation and predicting temperatures, and to verify and adjust thermal control concept. KARI has plan to use heating plates to simulate space hot condition especially for radiator panels such as north and south panels. They will be controlled from 90K to 273K by circulating GN2 and LN2 alternatively according to the test phases, while the shroud of the vacuum chamber will be under constant temperature, 90K, during all thermal balance test. This paper presents thermal modelling including test chamber, heating plates and the satellite without solar array wing and Ka-band reflectors and discusses temperature prediction during thermal balance test.

  • PDF

LSTM(Long Short-Term Memory)을 활용한 Battery Package 온도 상승 예측 (Prediction of Battery Package Temperature Rise with LSTM(Long Short-Term Memory))

  • 조종화;민연아
    • 한국컴퓨터정보학회:학술대회논문집
    • /
    • 한국컴퓨터정보학회 2024년도 제69차 동계학술대회논문집 32권1호
    • /
    • pp.339-341
    • /
    • 2024
  • 본 논문에서는 전기 자동차 배터리 팩 설계에서 성능 예측을 위해 전산유체해석 및 Long Short-Term Memory (LSTM)를 활용한다. 두 계산 모두의 예측이 상당한 유사성을 나타내며, 전산유체해석은 시스템 유체 역학을 고려한 상세한 물리 모델을 제공하고, LSTM은 시계열 데이터를 기반으로 한 딥러닝 모델로 효과적으로 패턴을 파악, 향후 온도 상승을 예측한다. 결과는 두 접근 모두가 효과적인 예측을 제공하며 향후 전기 자동차 배터리 팩 설계 및 최적화에서 종합적인 접근의 필요성을 강조한다. 특히, LSTM 기반 예측에 소요되는 시간은 계산 유체 역학의 약 25%로, 약 일주일 정도로 빠르게 확인 가능하다. 이는 현대 산업 환경에서 시간적 효율성이 중요한 측면을 강조하며, 계산 유체 역학의 상세한 물리 모델링과 LSTM의 빠른 예측 속도를 결합한 설계 방법론을 제안한다.

  • PDF

2차원 채널에서 사각봉을 이용한 난류열전달 증가에 대한 수치해석 (AUGMENTATION OF TURBULENT HEAT TRANSFER IN A CHANNEL USING A SQUARE ROD)

  • 김희영;박태선
    • 한국전산유체공학회:학술대회논문집
    • /
    • 한국전산유체공학회 2008년도 학술대회
    • /
    • pp.118-124
    • /
    • 2008
  • The characteristics of heat transfer in a two-dimensional channel obstructed by a square rod is investigated by a turbulence model. The computation is made for the six cases of different rod positions between channel walls. To analyze the wall heat transfer, the heat flux of channel walls is set as a constant value and the $k-{\epsilon}-f_{\mu}$ model is employed. Downstream the square rod, the flow recirculation region appear and they are varied by the rod position. The enhancement of the turbulent heat transfer to the wall is induced by the flow instability using a square rod. The averaged heat transfer rate is maximized at a specific rod position. Finally, the effects of square rod on unsteady flows are scrutinized with the frequency analysis.

  • PDF

PWM 인버터의 열해석 (THERMAL SIMULATION OF PWM INVERTER)

  • 강한영;류재섭;이석원;김영근;송진구;신영준
    • 한국전산유체공학회:학술대회논문집
    • /
    • 한국전산유체공학회 2005년도 추계 학술대회논문집
    • /
    • pp.35-38
    • /
    • 2005
  • 인버터는 전기적으로 DC(직류)를 AC(교류)로 변환하는 역 변환 장치이며, 상용전원(AC 22V/440V)으로부터 공급된 전력을 입력받아 전압과 주파수를 가변시켜 전동기에 공급함으로써 전동기의 속도를 고효율로 이용하게 제어하는 장치이다. 본 논문에서는 550kW급 IGBT, DIODE의 발열에 의한 인버터 내부의 열 및 온도분포를 ICEPAK 상용코드를 통하여 수치적 해석을 수행하였다. 인버터의 발열은 캐패시터의 수명과 소자들의 오작동 등 많은 열적 문제를 가지고 있으며 Heat-sink, Fan, Duck등을 통하여 전도와 대류가 이루어지는 시스템이다. 인버터은 많은 파라미터들에 의해 온도가 결정되기 때문에 실험을 통한 해석은 제한적 일수 밖에 없다. 따라서 수치해석을 통하여 빠른 시간에 효율적인 열 설계를 할 수 있으며, 인버터의 크기는 최종적으로 Heat-sink의 형상에 따라 달라지므로 이를 최적화 하고 소형화 하는 작업이 필요하다. 인버터의 복잡한 내부구조상 하단부(발열원, Heat-sink, Fan등)만 수치해석을 수행하였을 때와 Full Model과는 $15^{\circ}C$ 온도 차이를 보였다. 최종적으로 인버터의 최적 열 설계를 위하여 Frame위치 변경, Heat-Sink 형상변화등 많은 수치해석을 통하여 만족할 만한 결과를 얻었다.

  • PDF

피에조 잉크젯 헤드의 액적 토출 형상의 전산해석 (A Numerical Study on the Formation of Droplet in Piezo Inkjet Head)

  • 주영철;김난숙
    • 한국산학기술학회:학술대회논문집
    • /
    • 한국산학기술학회 2011년도 춘계학술논문집 2부
    • /
    • pp.828-831
    • /
    • 2011
  • 본 논문에서는 피에조 잉크젯 헤드의 액적 토출 형상에 대해 전산해석을 통하여 연구하였다. 열유체 해석 전용 프로그램인 FLUENT를 이용하여 에틸렌 글리콜이 잉크젯 헤드의 노즐에서 토출될 때의 형상을 전산모사하였다. 노즐 출구에서 메니스커스 변위의 시간에 따른 변화를 직접 측정하여 노즐 입구의 속도분포를 예측하고 이를 해석의 입력 자료로 사용하였다. 측정치와 해석치를 비교한 결과 전산해석이 측정치의 액정 형성 과정을 잘 모사함을 알 수 있었다.

  • PDF

복사유체의 복사열전달 수치 적분에 관한 연구 (Investigation on Numerical Integration for Radiation Heat Transfer in Radiating Fluid)

  • 한조영
    • 한국전산유체공학회지
    • /
    • 제9권2호
    • /
    • pp.43-51
    • /
    • 2004
  • Interaction between fluid flow and thermal radiation has received considerable attention due to its numerous applications in engineering field. In this case the thermofluid properties of radiating fluid vary with the variation of temperature field caused by absorption and emission of radiant heat. To analyze the radiation heat transfer in radiating fluid, the simultaneous solution of the radiative transfer equation (RTE) and the fluid dynamics equations is required. This means that the numerical procedure used for the RTE must be computationally efficient to permit its inclusion in the other submodels, and must be compatible with the other transport equations. The finite volume method (FVM) and the discrete ordinates method (DOM) are usually employed to simulate radiation problems in generalized coordinates. These two representative methods are examined and compared, especially in view of the numerical integration of the radiation intensity over solid angle. The FVM shows better accuracy than the DOM owing to less constraints of the selection of control angle.

복사유체의 복사열전달 수치 적분에 관한 연구 (Investigation on Numerical Integration for Radiation Heat Transfer in Radiating Fluid)

  • 한조영
    • 한국전산유체공학회:학술대회논문집
    • /
    • 한국전산유체공학회 2004년도 춘계 학술대회논문집
    • /
    • pp.62-70
    • /
    • 2004
  • Interaction between fluid flow and thermal radiation has received considerable attention due to its numerous applications in engineering field. In this case the thermofluid properties of radiating fluid vary with the variation of temperature field caused by absorption and emission of radiant heat. To analyze the radiation heat transfer in radiating fluid, the simultaneous solution of the radiative transfer equation (RTE) and the fluid dynamics equations is required. This means that the numerical procedure used for the RTE must be computationally efficient to permit its inclusion in the other submodels, and must be compatible with the other transport equations. The finite volume method (FVM) and the discrete ordinates method (DOM) are usually employed to simulate radiation problems in generalized coordinates. These two representative methods are examined and compared, especially in view of the numerical integration of the radiation intensity over solid angle. The FVM shows better accuracy than the DOM owing to less constraints of the selection of control angle.

  • PDF

자장 방향 변화에 따른 밀폐공간 내 도전성 유체의 거동 (EFFECT OF ORIENTATION OF A MAGNETIC FIELD ON MOTION OF AN ELECTRICALLY CONDUCTING FLUID IN A CONFINED ENCLOSURE)

  • 한조영;전형열;박응식
    • 한국전산유체공학회지
    • /
    • 제14권3호
    • /
    • pp.123-130
    • /
    • 2009
  • Hydromagnetic flow in a confined enclosure under a uniform magnetic field is studied numerically. The thermally active side walls of the enclosure are kept at hot and cold temperatures specified, while the top and bottom walls are insulated. The coupled momentum and energy equations associating with the electromagnetic retarding force as well as the buoyancy force terms are solved by an iterative procedure using the SIMPLER algorithm based on control volume approach. The changes in the flow and thermal field based on the orientation of an external magnetic field, which varies from 0 to $2{\pi}$ radians, are investigated. Resulting heat transfer characteristics are examined too.

엇갈린 다이아몬드형 핀휜의 형상에 따른 난류열전달 성능해석 (ANALYSIS OF TURBULENT HEAT TRANSFER FROM STAGGERED PIN-FIN ARRAYS WITH DIAMOND SHAPED ELEMENTS AT VARIOUS GEOMETRICAL CONFIGURATIONS)

  • 조안태;김광용
    • 한국전산유체공학회지
    • /
    • 제13권2호
    • /
    • pp.20-26
    • /
    • 2008
  • A numerical study is carried out to analyze the steady three-dimensional turbulent flow and convective heat transfer in a staggered pin-fin array with diamond shaped elements at various geometrical configurations. Steady Reynolds-averaged Navier-Stokes equations and energy equation are solved using a finite volume based solver. Shear stress transport (SST) model is used as turbulence closure. The computational domain is composed of one pitch of pin-fin displacement with periodic boundary conditions on the surfaces normal to the streamwise direction and the cross-streamwise direction. The numerical results for Nusselt number and friction factor are validated with experimental results. The effects of pin angle, pin height and pitch on Nusselt number, friction factor and efficiency index are investigated.

기포 유동층 반응기내 목질계 바이오매스의 급속열분해 특성 (THE FAST PYROLYSIS CHARACTERISTICS OF LIGNOCELLULOSIC BIOMASS IN A BUBBLING FLUIDIZED BED REACTOR)

  • 최항석
    • 한국전산유체공학회지
    • /
    • 제16권2호
    • /
    • pp.94-101
    • /
    • 2011
  • The fast pyrolysis characteristics of lignocellulosic biomass are investigated for a bubbling fluidized bed reactor by means of computational fluid dynamics (CFD). To simulate multiphase reacting flows for gases and solids, an Eulerian-Eulerian approach is applied. Attention is paid for the primary and secondary reactions affected by gas-solid flow field. From the result, it is scrutinized that fast pyrolysis reaction is promoted by chaotic bubbling motion of the multiphase flow enhancing the mixing of solid particles. In particular, vortical flow motions around gas bubbles play an important role for solid mixing and consequent fast pyrolysis reaction. Discussion is made for the time-averaged pyrolysis reaction rates together with time-averaged flow quantities which show peculiar characteristics according to local transverse location in a bubbling fluidized bed reactor.