• 제목/요약/키워드: Turbulence modeling

검색결과 253건 처리시간 0.024초

Numerical study of direct contact membrane distillation process: Effects of operating parameters on TPC and thermal efficiency

  • Zamaniasl, Mohammadmehdi
    • Membrane and Water Treatment
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    • 제10권5호
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    • pp.387-394
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    • 2019
  • Membrane distillation (MD) is one of the water treatment processes which involves the momentum, heat and mass transfer through channels and membrane. In this study, CFD modeling has been used to simulate the heat and mass transfer in the direct contact membrane distillation (DCMD). Also, the effect of operating parameters on the water flux is investigated. The result shows a good agreement with the experimental result. Results indicated that, while feed temperature is increasing in the feed side, water flux improves in the permeate side. Since higher velocity leads to the higher mixing and turbulence in the feed channel, water flux rises due to this increase in the feed velocity. Moreover, results revealed that temperature polarization coefficient is rising as flow rate (velocity) increases and it is decreasing while the feed temperature increases. Lastly, the thermal efficiency of direct contact membrane distillation is defined, and results confirm that thermal efficiency improves while feed temperature increases. Also, flow rate increment results in enhancement of thermal efficiency.

Reynolds stress correction by data assimilation methods with physical constraints

  • Thomas Philibert;Andrea Ferrero;Angelo Iollo;Francesco Larocca
    • Advances in aircraft and spacecraft science
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    • 제10권6호
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    • pp.521-543
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    • 2023
  • Reynolds-averaged Navier-Stokes (RANS) models are extensively employed in industrial settings for the purpose of simulating intricate fluid flows. However, these models are subject to certain limitations. Notably, disparities persist in the Reynolds stresses when comparing the RANS model with high-fidelity data obtained from Direct Numerical Simulation (DNS) or experimental measurements. In this work we propose an approach to mitigate these discrepancies while retaining the favorable attributes of the Menter Shear Stress Transport (SST) model, such as its significantly lower computational expense compared to DNS simulations. This strategy entails incorporating an explicit algebraic model and employing a neural network to correct the turbulent characteristic time. The imposition of realizability constraints is investigated through the introduction of penalization terms. The assimilated Reynolds stress model demonstrates good predictive performance in both in-sample and out-of-sample flow configurations. This suggests that the model can effectively capture the turbulent characteristics of the flow and produce physically realistic predictions.

공기 다단 연소기 화염의 NO 발생특성에 관한 연구 (Investigation of NO Formation Characteristics in Multi Staged Air Combustor)

  • 김한석;안국영;백승욱;유명종
    • 대한기계학회논문집B
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    • 제25권11호
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    • pp.1594-1605
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    • 2001
  • In this study, a numerical simulation was developed which was capable of predicting the characteristics of NO formation in pilot scale combustor adopting the air-staged burner flame. The numerical calculation was constructed by means of establishing the mathematical models fur turbulence, turbulent combustion, radiation and turbulent nitric oxide chemistry. Turbulence was solved with standard k-$\xi$ model and the turbulent combustion model was incorporated using a two step reaction scheme together with an eddy dissipation model. The radiative transfer equation was calculated by means of the discrete ordinates method with the weighted sum of gray gases model for CO$_2$and H$_2$O. In the NO chemistry model, the chemical reaction rates for thermal and prompt NO were statistically averaged using the $\beta$ probability density function. The results were validated by comparison with measurements. For the experiment, a 0.2 MW pilot multi-air staged burner has been designed and fabricated. Only when the radiation was taken into account, the predicted gas temperature was in good agreement with the experimental one, which meant that the inclusion of radiation was indispensable for modeling multi-air staged gas flame. This was also true of the prediction of the NO formation, since it heavily depended on temperature. Subsequently, it was found that the multi-air staged combustion technique might be used as a practical tool in reducing the NO formation by controlling the peak flame temperature.

공조용 로터리 압축기의 소음 저감에 관한 연구 (A Study on Noise Reduction of Rotary Compressor)

  • 안병하;김영수
    • 동력기계공학회지
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    • 제3권3호
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    • pp.60-69
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    • 1999
  • The noise and vibration sources of rotary compressor for room air-conditioner are pressure pulsation of compression process, cavity resonance of inner space, structural radiation noise of shell and impact noise of discharge valve. Among them, pressure pulsation is very important noise and vibration source. Because it transferred various kinds of noise and vibration like as mentioned above. In this reason, muffler and resonator are used in order to absorb and remove these noises. But an analytical prediction using acoustic analysis does not coincident with the experimental result. The difference between analysis and actual state is due to the assumption of analysis. This paper covered with new concept of muffler design based on the turbulence kinetic energy of flow by using CFD. From this analysis, it is possible to decide the best position of discharge port of muffler. Therefore $2{\sim}3dB$ noise reduction effect is acquired in rotary compressor of 5000 BTU grade. Also new approach of resonator design is suggested. From this study, the characteristics of resonator and surge hole (a kind of resonator without pipe length) are identified. The former is useful for pure tone noise (narrow frequency band), and the latter is effective for broad frequency band. This paper shows that it is very available to use 3 dimensional analysis of resonator in order to predict more exact tuning frequency. The result is proved by a lot of experiments. From combination of fluid analysis and acoustic analysis, up stream position is effective location of resonator concerning turbulence motion of fluid.

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케로신/액체산소 동축 와류형 분사기에 대한 수치해석 모델 고찰 (On Numerical Modeling of Kerosene/Liquid Oxygen Coaxial Swirl Injectors)

  • 김성구;최환석
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2010년도 제35회 추계학술대회논문집
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    • pp.729-732
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    • 2010
  • 본 연구는 케로신과 액체산소를 추진제로 사용하는 동축 와류형 분사기를 해석하기 위해 체계적인 물리 모델링을 수행하였다. 먼저 초임계 압력 조건에서 나타나는 실제유체의 열역학 및 전달 물성치를 계산할 수 있는 서브루틴 라이브러리를 구축하였으며, 층류 화염편 해석 코드와 연동하여 케로신 난류연소장의 국소화염구조를 해석하였다. 설계 목적에 맞는 계산 효율성을 확보하기 위해 동축 와류형 분사기는 RANS 기반의 2차원 축대칭 선회 유동으로 해석하였으며, 실험 결과가 존재하는 비연소 동축선회 제트 유동을 통해 예측정확도를 검증하였다. 실제 고압 연소를 수반하는 동축 와류형 분사기의 경우, 기존의 RANS 모델은 급격한 밀도 구배가 수반되는 선회 막 유동의 혼합층에서 과도한 난류확산을 야기하였으며, 난류모델의 수정을 위해 보다 심도 있는 연구가 필요할 것으로 판단되었다.

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Computing turbulent far-wake development behind a wind turbine with and without swirl

  • Hu, Yingying;Parameswaran, Siva;Tan, Jiannan;Dharmarathne, Suranga;Marathe, Neha;Chen, Zixi;Grife, Ronald;Swift, Andrew
    • Wind and Structures
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    • 제15권1호
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    • pp.17-26
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    • 2012
  • Modeling swirling wakes is of considerable interest to wind farm designers. The present work is an attempt to develop a computational tool to understand free, far-wake development behind a single rotating wind turbine. Besides the standard momentum and continuity equations from the boundary layer theory in two dimensions, an additional equation for the conservation of angular momentum is introduced to study axisymmetric swirl effects on wake growth. Turbulence is simulated with two options: the standard ${\kappa}-{\varepsilon}$ model and the Reynolds Stress transport model. A finite volume method is used to discretize the governing equations for mean flow and turbulence quantities. A marching algorithm of expanding grids is employed to enclose the growing far-wake and to solve the equations implicitly at every axial step. Axisymmetric far-wakes with/without swirl are studied at different Reynolds numbers and swirl numbers. Wake characteristics such as wake width, half radius, velocity profiles and pressure profiles are computed. Compared with the results obtained under similar flow conditions using the computational software, FLUENT, this far-wake model shows simplicity with acceptable accuracy, covering large wake regions in far-wake study.

Numerical simulation of wind loading on roadside noise mitigation structures

  • TSE, K.T.;Yang, Yi;Shum, K.M.;Xie, Zhuangning
    • Wind and Structures
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    • 제17권3호
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    • pp.299-315
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    • 2013
  • Numerical research on four typical configurations of noise mitigation structures and their characteristics of wind loads are reported in this paper. The turbulence model as well the model parameters, the modeling of the equilibrium atmospheric boundary layer, the mesh discretization etc., were carefully considered in the numerical model to improve the numerical accuracy. Also a numerical validation of one configuration with the wind tunnel test data was made. Through detailed analyses of the wind load characteristics with the inclined part and the wind incidence angle, it was found that the addition of an inclined part to a noise mitigation structure at-grade would affect the mean nett pressure coefficients on the vertical part, and that the extent of this effect depends on the length of the inclined part itself. The magnitudes of the mean nett pressure coefficients for both the vertical part and the inclined part of noise mitigation structure at-grade tended to increase with length of inclined part. Finally, a comparison with the wind load code British/European Standard BS EN 1991-1-4:2005 was made and the envelope of the mean nett pressure coefficients of the noise mitigation structures was given for design purposes. The current research should be helpful to improve current wind codes by providing more reasonable wind pressure coefficients for different configurations of noise mitigation structures.

연소로 열유동 해석 방식과 결과 분석에 대한 고찰;화격자식 소각로의 사례 (Discussion on the Practical Use of CFD for Furnaces;A Case of Grate Type Waste Incinerators)

  • 류창국;최상민
    • 한국연소학회:학술대회논문집
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    • 한국연소학회 2002년도 제24회 KOSCO SYMPOSIUM 논문집
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    • pp.85-94
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    • 2002
  • Computational flow dynamics(CFD) has been frequently applied to the waste incinerators to understand the flow performance for various design and operating parameters. Though it needs many simplifications and complicated flow models, the reasonability of its results is not fully evaluated. For example, the inlet condition is calculated from an arbitrarily assumed properties of combustion gas release from the waste bed, since the combustion in the bed is difficult to be predicted. In this study, the computational modeling and calculation procedures of CFD for the grate type waste incinerator were evaluated using comparative simulations. Though the assumption method on the generation of the combustion gas directly affected the temperature and gas species concentrations, the overall flow pattern was dominated by the secondary air jets. The gaseous reaction could be included by assuming the release of the products of incomplete combusion from the bed. However, the reaction effficiency cannot not be directly evaluated from the species concentration, since it is not possible to simulate the actual co-existence of fuel rich or oxygen rich puffs over the bed. In predicting the turbulence, the higher order model, such as Reynolds stress model, gave difference shape of local recirculation zones, but similar results was acquired from the standard $k-{\varepsilon}$ model. Introducing radiation model was required for accurate temperature prediction, but it also caused heat imbalance due to the fixed temperature of the inlet, i.e. the waste bed. Thus, the computational modeling procedures on incinerators and the analysis of the predicted results should be progressed carefully. Though not validated experimentally, current simulation method is capable of comparative evaluation on the flow-related parameters such as the furnace shape and secondary air injection using identical inlet conditions. Quantitative analysis using measures of the residence time and mixing is essential to compare the flow performance efficiently.

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Reynolds-averaged Navier-Stokes 해석과 기포동역학 모델을 이용한 날개 끝 와류 공동 소음의 수치적 고찰 (Numerical investigation of blade tip vortex cavitation noise using Reynolds-averaged Navier-Stokes simulation and bubble dynamics model)

  • 구가람;정철웅;설한신
    • 한국음향학회지
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    • 제39권2호
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    • pp.77-86
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    • 2020
  • 본 연구에서는 날개 끝 와류 공동(Blade-Tip Vortex Cavitation, BTVC)과 이에 기인한 유동 소음을 예측하기 위하여 Eulerian/Lagrangian 연성 해석기법을 제안하였다. 제안한 방법은 크게 연속적인 4단계로 구성되며, 각각 전산유체역학을 이용한 유동장 모사, 와류모델을 이용한 날개 끝 와류의 재구성, 기포 동역학 모델을 이용한 BTVC의 생성, 그리고 음향상사법을 이용한 음향파 예측이다. 일반적으로 전산유체역학 자체가 지니는 고유한 수치감쇠와 과도한 난류 강도로 인해 와류 강도를 심각하게 작게 예측하므로, 유동방향의 날개 끝 와류는 와류모델을 사용하여 재생하였다. 다음으로 Reyleigh-Plesset 방정식에 기반한 기포 동역학 모델을 사용하여 BTVC의 발생과 변화를 모사하였다. 마지막으로 BTVC에 의한 유동소음을 각각의 구형 버블을 그 부피 시간변화율의 변화율에 크기가 비례하는 홀극원으로 모델링하여 예측하였다. 제안한 수치 방법의 유효성을 예측값과 측정값을 비교하여 검토하였다.

다상흐름 모형을 이용한 산사태 유발 수면충격파 3차원 수치모의 (3D numerical modeling of impact wave induced by landslide using a multiphase flow model)

  • 김병주;백중철
    • 한국수자원학회논문집
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    • 제54권11호
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    • pp.943-953
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    • 2021
  • 호수, 저수지, 만 등의 사면에서 발생하는 산사태 및 토석류에 의해 유발되는 수면충격파의 전파는 복잡한 지형 조건에서 토석류와 물 흐름이 상호작용하는 3차원 자연현상이다. 이 연구에서는 3차원 다상 난류 흐름 해석을 위한 수치모형과 비뉴튼 유체인 토석류에 대한 유변학적 모형을 적용하여 만의 사면에서 발생한 산사태로 인한 수면충격파의 거동을 수치모의하였다. 수치해석 결과를 타 연구자의 수리실험 자료와 비교 분석하여 3차원 수치모형의 적용성을 평가하였다. 수면으로 유입되는 토석류의 선단부 두께와 유속이 적절히 모의 된다면, 수면충격파의 정점부가 솟구치는 높이와 수면형은 매우 우수한 정확도로 예측이 가능한 것으로 나타났다. 토석류의 초기 형상을 다르게 설정한 두 가지 수치해석 결과는 연직상향으로 솟구친 수면충격파가 최고점에 도달한 후 중력에 의해 하강하면서 감쇄되는 단계에서부터 상이해지는 것으로 나타났다. 토석류 초기 두께를 상대적으로 크게 설정한 수치모의 결과는 만을 가로지르는 수면형과 함께 반대편 사면에서의 쳐오름 현상까지 양호하게 실험자료를 재현할 수 있는 것으로 나타났다. 반대편 사면에 도달한 수면충격파가 사면을 거슬러 흐르는 최고 쳐오름 높이는 토석류 총량이 같은 경우 수면으로 유입되는 토석류의 초기 두께에 민감하지 않은 것으로 나타났다. 한편, 수로 바닥을 따라 전파되는 토석류의 전파 특성을 더 정확하게 재현하기 위해서는 실험에서 점토 성분이 없는 입자만을 이용하여 재현한 토석류 물질 특성에 맞는 유변학적 모형을 적용할 필요가 있다고 판단된다.