• 제목/요약/키워드: k-$\varepsilon$model

검색결과 750건 처리시간 0.027초

Effects of Electrohydrodynamic Flow and Turbulent Diffusion on Collection Efficiency of an Electrostatic Precipitator with Cavity Walls

  • 박석주;박영옥;김상수
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2001년도 춘계학술대회논문집D
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    • pp.97-103
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    • 2001
  • The effects of the electrohydrodynamic (EHD) flow and turbulent diffusion on the collection efficiency of a model ESP composed of the plates with a cavity were studied through numerical computation. The electric field and ion space charge density were calculated by the Poisson equation of the electrical potential and the current continuity equation. The EHD flow field was solved by the continuity and momentum equations of the gas phase including the electrical body force induced by the movement of ions under the electric field. The RNG $k-{\varepsilon}$ model was used to analyze the turbulent flow. The particle concentration distribution was calculated from the convective diffusion equation of the particle phase. As the ion space charge increased, the particulate collection efficiency increased because the electrical potential increased over the entire domain in the ESP. The collection efficiency decreased and then increased, i.e. had a minimum value, as the EHD circulating flow became stronger when the electrical migration velocity of the charged particle was low. However, the collection efficiency decreased with the stronger EHD flow when the electrical migration of the particle was higher relatively. The collection efficiency of the model ESP increased as the turbulent diffusivity of the particle increased when the electrical migration velocity of the particle was low. However, the collection efficiency decreased for increasing the turbulent diffusivity when the electrical migration of the particle was higher relatively.

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Artificial neural network model using ultrasonic test results to predict compressive stress in concrete

  • Ongpeng, Jason;Soberano, Marcus;Oreta, Andres;Hirose, Sohichi
    • Computers and Concrete
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    • 제19권1호
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    • pp.59-68
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    • 2017
  • This study focused on modeling the behavior of the compressive stress using the average strain and ultrasonic test results in concrete. Feed-forward backpropagation artificial neural network (ANN) models were used to compare four types of concrete mixtures with varying water cement ratio (WC), ordinary concrete (ORC) and concrete with short steel fiber-reinforcement (FRC). Sixteen (16) $150mm{\times}150mm{\times}150mm$ concrete cubes were used; each contained eighteen (18) data sets. Ultrasonic test with pitch-catch configuration was conducted at each loading state to record linear and nonlinear test response with multiple step loads. Statistical Spearman's rank correlation was used to reduce the input parameters. Different types of concrete produced similar top five input parameters that had high correlation to compressive stress: average strain (${\varepsilon}$), fundamental harmonic amplitude (A1), $2^{nd}$ harmonic amplitude (A2), $3^{rd}$ harmonic amplitude (A3), and peak to peak amplitude (PPA). Twenty-eight ANN models were trained, validated and tested. A model was chosen for each WC with the highest Pearson correlation coefficient (R) in testing, and the soundness of the behavior for the input parameters in relation to the compressive stress. The ANN model showed increasing WC produced delayed response to stress at initial stages, abruptly responding after 40%. This was due to the presence of more voids for high water cement ratio that activated Contact Acoustic Nonlinearity (CAN) at the latter stage of the loading path. FRC showed slow response to stress than ORC, indicating the resistance of short steel fiber that delayed stress increase against the loading path.

선박 프로펠러용 고효율 2차원 날개단면 개발 (Development of Two Dimensional Blade Section with High Efficiency for Marine Propeller)

  • 나윤철;송인행;안종우
    • 대한조선학회논문집
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    • 제34권1호
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    • pp.11-23
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    • 1997
  • 본 논문은 선박용 프로펠러 날개단면의 개발 과정을 다루고 있다. 2차원 날개단면의 유체역학적 특성은 캠버 및 두께 분포, 앞날 반경 등 기하학적 형상에 따라 달라진다. 2차원 날개단면 주위의 전 유장을 난류로 고려한 후 해석하기 위해 유한 체적법에 의한 Reynoles time averaged Navier-Stockes 방정식을 이용한 수치해석 기법을 개발하였다. 본 연구에서는 날개단aus 표면에 보다 많은 계산점을 주면서도 받음각의 변화에도 격자계 생성이 용이한 O-Type 격자계를 채택하였고, 전 유동장은 k-${\varepsilon}$ 난류 모형을 적용하여 해석하였다. 본 연구에서 개발된 수치해석 기법은 NACA0012의 실험 결과와 비교하여 계산 정도를 확인하였다. 본 연구에서는 낮은 항력을 갖는 고효율 날개단면 개발을 목표로, 항력이 양호한 날개단면은 공동 터널에서 양력, 항력 및 공동 특성 실험을 수행하였으며, 수치 해석 결과와도 비교하였다. 본 연구를 통하여 개발된 2차원 날개단면 해석용 수치 유체역학 코드는 실험 결과와 잘 일치하고 있음을 알 수 있었다. 이상의 과정을 통하여 기존의의 날개단면인 NACA66 두께 분포와 a=0.8 mean line 캠버를 갖는 KH13보다 효율뿐만 아니라 공동 특성도 우수한 단면인 KH28을 개발할 수 있었다. 새로운 날개 단면인 KH28은 선박용 프로펠러에 적용하기 위한 연구가 지속되어야 하며, 한편 낮은 받음각에서 양-항력 추정의 정확도를 높이기 위해서는 개발된 수치해석 코드에 2-경계층 모형이 적용되어야 할 것으로 본다.

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전기집진기 내부의 유동 균일성 향상을 위한 가이드 배인의 최적설계 (Design of a Guide Vane for Improving Inside Flow Uniformity of Electrostatic Precipitator)

  • 노경욱;배성준;박숙희;강선균;이장명
    • 전기학회논문지
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    • 제62권4호
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    • pp.523-528
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    • 2013
  • In recent years, many efforts are increasingly being made to conserve the natural environment with enhanced emission standards and air quality standards. Also there are various methods necessary to be researched to minimize the emission of air pollutants. In particular, boilers of industrial facilities are major portions of the air pollution. The front duct which needs to be designed to reduce the gases to the electrostatic precipitator requires a bent tube, a reduction/extend tube and an auxiliary equipment, that is, a guide vane. This paper proposes an optimum design of the guide vane by a case study for electrostatic precipitator's flow uniformity. The operating conditions of this study are as follows: BMCR (Boiler Maximum Continuous Rate) and MGR (Maximum Guaranteed Rate) are 75%, 50%, and 30%; turbulent fluid dynamics model is based upon K-${\varepsilon}$ formulation. Presentation of the computed motion of particles is found to be quite useful to predict the precipitator performance by use CFD (Computational Fluid Dynamics).

선박용 송풍기의 날개 끝 간격과 정익이 성능에 미치는 영향에 대한 전산 유체 해석 (Computational and Experimental Study of Effects of Guide Vanes and Tip Clearances on Performances of Axial flow Fans)

  • 이승수;김학선;남광현;홍재익;천승현
    • 대한조선학회논문집
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    • 제41권6호
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    • pp.24-32
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    • 2004
  • The effects of guide vanes and tip clearances on the characteristics nf axial flow fans are investigated both computationally and experimentally. Performance test of fans carried out in full scale shows considerable effects of tip clearance between rotor tip and duct on the characteristics of fans. The tested results are compared with the computation based on the finite volume method to solve the Navier-Stoke equations with $textsc{k}$-$\varepsilon$ turbulence model. The comparison shows good agreements between experimental and computational results. In addition, the effects of shape of guide vanes are numerically studied. The results show that increased volume of separated region around the guide vane reduces the recovery of tangential component of kinetic energy in the wake, resulting in loss of efficiency

유체-구조 연성해석을 이용한 능동/수동 유동제어방식이 결합된 고하중 축류 팬의 성능특성 연구 (Investigation on Aerodynamic Performance of a Highly-Loaded Axial Fan with Active/Passive Flow Control Using FSI Analysis)

  • 마상범;김광용;최재호;이원석
    • 한국수소및신에너지학회논문집
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    • 제28권1호
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    • pp.113-119
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    • 2017
  • An investigation on aerodynamic performance of a highly-loaded axial fan has been conducted to find the effects of tip injection and casing groove on aerodynamic performance in this study. Three-dimensional Reynolds-averaged Navier-Stokes equations with $k-{\varepsilon}$ turbulence model were used to analyze the fluid flow in the fan with Fluid-Structure Interaction (FSI) analysis. The hexahedral grid was used to construct computational domain, and the grid dependency test drew the optimal grid system. FSI analysis was also carried out to predict the deformation of rotor and stator blades, and the effect of deformation on the aerodynamic performance of axial fan was analyzed compared to the performance predicted without FSI analysis.

열원이 존재하는 작업장내 기류 및 온도장 예측 (Prediction of Airflow and Temperature Field in a Room With Convective Heat Source)

  • 정유진;하현철;김태형;유근종
    • 한국산업보건학회지
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    • 제11권1호
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    • pp.78-84
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    • 2001
  • A CFD simulation of airflow and temperature field in a heated room has been described in this paper. The thermal wall jet created by a radiator greatly influences the airflow pattern, temperature distribution. The area close La a heat source has a higher risk of air-borne contamination and imposes a harmful effect on occupants in that area. The predicted flow field, temperature results show good agreement with the measured data. As the results were compared with experimental data, the applicability of CFD was satisfactorily verified. Also, the CFD simulation can capture the natural convective flow features. If a CFD simulation is applied ventilation design with a heat source, An effective design will be attained. Further study is required to improve the accuracy of CFD simulation.

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수처리 교반기용 프로펠러의 3차원 유동 전산 해석 및 성능 특성 분석 (THREE-DIMENSIONAL FLOW COMPUTATION AND PERFORMANCE CHARACTERISTICS ANALYSIS OF PROPELLERS FOR WATER TREATMENT MIXER)

  • 배용균;김대한;황승태;문영준
    • 한국전산유체공학회지
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    • 제20권1호
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    • pp.10-15
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    • 2015
  • In this study, the characteristics of water treatment mixer with various propeller profiles are numerically invesitgated. The computation was conducted by solving the incompressible Navier-Stokes equations on unstructured tetrahedral elements with k-${\varepsilon}$ turbulence model. It was found that the spreading angle and swirl magnitude of the jet are important factors for the mixer efficiency, since they clearly characterize the propeller and the frontal surface area of the propeller but not so much affected by the skew angle if it exceeds 30 degrees. The case1 and case2 models are found to show the best propeller efficiency. The case2 with low blade angle, however, requires the lowest power input for the same discharge capacity as the case1.

배기구를 가진 국한된 다중 슬롯 충돌제트의 열유동 특성 (Thermal and flow characteristics of confined multiple slot jet impingement with exhaust ports)

  • 강수진;조우진;이종혁;이관수
    • 대한설비공학회:학술대회논문집
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    • 대한설비공학회 2009년도 하계학술발표대회 논문집
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    • pp.835-840
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    • 2009
  • In this paper, confined multiple slot jet impingement with exhaust ports is investigated numerically. A flow cell, defined as volume sectioned by the impingement and confinement surfaces and the centerlines of adjacent nozzle and exhaust port, is chosen for computational domain. The effects of Reynolds number and geometrical parameters on the heat transfer performance and the flow characteristics are studied. For turbulence, the Abe-Kondoh-Nagano version of the low-Reynolds k-$\varepsilon$ model is employed. The results showed that the local Nusselt number distribution is shifted down and show poor heat transfer performance for small Reynolds number and small ratio of the lateral and axial length of flow cell. The rest of range, except the range of the shift phenomenon, can be classified into three groups by heat transfer characteristics.

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해저 토질 개선을 위한 해저경운기 주변의 속도장에 대한 수치해석 (Numerical Analysis on Velocity Fields around Seabed Tiller for the Improvement of Seabed Soil)

  • 김장권;오석형;김종범;정상옥
    • 동력기계공학회지
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    • 제21권2호
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    • pp.48-56
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    • 2017
  • The steady-state, incompressible and three-dimensional numerical analysis was carried out to evaluate the velocity fields around the seabed tiller used for the improvement of the seabed soil and the pulling force and buoyancy generated by driving the seabed tiller. The turbulence model used in this study is a realizable $k-{\varepsilon}$ well known to be excellent for predicting the performance of the flow separation and recirculation flow as well as the boundary layer with rotation and strong back pressure gradient. As a results, a typical vortex pair appears near the adjacent rotor vane tip. When the current is stopped, there is no force when pulling the seabed tiller, but when the current flows at 1.2 knots, the force acts on the downstream side and the pulling force is much greater. In stationary currents, the buoyancy of the seabed tiller acts more strongly towards the seabed as the number of rotations of the rotor increases, but acts more strongly toward the sea surface at 1.2 knots of current.