• 제목/요약/키워드: high-dimensional function

검색결과 417건 처리시간 0.028초

고입사각 압축기 익렬 내의 3차원 난류유동에 관한 수치적 연구 (Numerical Study for 3D Turbulent Flow in High Incidence Compressor Cascade)

  • 안병진;정기호;김귀순;임진식;김유일
    • 한국추진공학회지
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    • 제6권3호
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    • pp.29-36
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    • 2002
  • 2차원, 3차원 비압축성 Navier-Stokes 방정식을 이용하여 DCA 압축기 익렬의 수치해석을 수행하고, 여러 가지 입사각에 대해 실험치와 비교.검토하였다. SIMPLE 알고리즘을 적용한 2차원, 3차원 코드는 대류항의 이산화에 하이브리드 도식을, 집중격자기법을 사용할 때 발생할 수 있는 압력진동해를 방지하기 위하여 PWIM을 사용하였다. 캐스케이드 유동을 예측하는데 있어서 가장 중요한 요소 중의 하나가 난류모델링이다. 이는 캐스케이드 내의 유동이 역압력구배에 의한 박리와 재부착 등의 복잡한 양상을 보이기 때문이다. 본 연구에서는 계산시간의 효율성을 고려해 $\kappa$-$\varepsilon$ 벽법칙 모델을 사용하였다.

수치지도 생성 및 갱신을 위한 Video Photogrammetry 적용 (Application of Video Photogrammetry for Generating and Updating Digital Maps)

  • 유환희;성재열
    • 대한공간정보학회지
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    • 제6권2호
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    • pp.11-20
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    • 1998
  • 수치지도를 생성하거나 갱신하기 위해 항공사진측량을 이용하지만 각종 지상시설물에 대한 위치와 속성자료를 항공사진측량만으로 작성하기 어려우므로 현장조사를 통해 지상시설물에 대한 정보를 얻고 있다. 따라서 본 연구에서는 현장조사의 정확도와 신뢰성을 향상시키기 위해 고해상 디지털카메라에 의해 입체영상을 얻고 DLT기법을 적용하여 3차원위치결정을 할 수 있는 비디오사진측량기법을 개발하였다. 또한 개발된 비디오 사진측량기법은 생성된 3차원위치자료에 속성자료를 연결시키는 기능을 이용하여 수치지도의 위치와 속성자료를 생성 및 갱신 할 수 있도록 개발하였다.

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Vibration Attenuation in Helicopters using an Active Trailing-edge Flap Blade

  • Natarajan, Balakumaran;Eun, WonJong;Shin, SangJoon
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2013년도 춘계학술대회 논문집
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    • pp.347-352
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    • 2013
  • Seoul National University Flap (SNUF) blade is a small-scaled rotor blade incorporating a small trailing-edge flap control surface driven by piezoelectric actuators at higher harmonics for vibration attenuation. Initially, the blade was designed using two-dimensional cross-section analysis and a geometrically exact one-dimensional beam analysis, and material configuration was finalized. Flap deflection angle of ${\pm}45^{\circ}$ was established as the criterion for better vibration reduction performance based on an earlier simulation. Flap linkage mechanism design is carried out and static bench tests are conducted to verify the flap actuation mechanism performance. Different versions of test beds are developed and tested with the flap and chosen APA 200M piezoelectric actuators. Through significant improvements, a maximum deflection of ${\pm}3.7^{\circ}$ was achieved. High frequency experiments are conducted to evaluate the performance and transfer function of the test bed is determined experimentally. As the static tests are almost completed, rotor power required for testing the blade in whirl tower (centrifugal environment) is calculated and further preparations are under way.

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대기환경모형에 대한 지형성 난류의 의존성에 관한 연구 (A study on the Responsibility of the Atmospheric Numerical Model on Turbulence induced by Orography)

  • 이순환;이화운;김유근
    • 한국환경과학회지
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    • 제8권6호
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    • pp.653-660
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    • 1999
  • The flow of non-rotation atmosphere with uniform stratification and wind past an isolated three dimensional topography obstacle is investigated with three-dimensional hydrostatic and non- hydrostatic numerical model. The characteristic of turbulence created the back of topography obstacle is usually defined by Froude number which is the function of upstream wind speed, the height of topography obstacle, and atmospheric stability. Turbulence tends to be formed more easily at the non-hydrostatic model than hydrostatic model. Especially, the difference between flow patterns of two models generated by isolated obstacle is more clear under low Froude number. The difference of flow patterns can be only seen at relatively low altitude, but at high altitude the patterns of two models are almost same. In this research, wind velocity in the parameters related with Froude number have great sensitivity at responsibility of numerical models. and slop of obstacle is also important factor at the flow pattern regardless of the species of numerical model

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Numerical Analysis on the Turbulent Flow of Compressor Cascades at High Incidence Angle

  • Jeong, Soo-in;Jeong, Gi-ho;Kim, Kui-soon
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2004년도 제22회 춘계학술대회논문집
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    • pp.825-830
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    • 2004
  • A numerical analysis based on two-dimensional and three-dimensional incompressible Navier-Stokes equations has been carried out for double-circular-arc (DCA) compressor cascades. Two types of double-circular-arc cascades were used in this analysis. The appropriate turbulence model for compressor analysis was selected among the conventional turbulence models such as Baldwin-Lomax, k-$\varepsilon$ and k-$\varepsilon$ models. The results of current study were compared with available experimental data at various incidence angles. The 2-D and 3-D computational codes based on SIMPLE/PWIM algorithm for collocated grid and hybrid scheme for the convective terms were the main features of numerical tools. As commonly known, turbulence modeling is very important for the prediction of cascade flows, which are extremely complex with separation and reattachment by adverse pressure gradient. For selection of turbulence model, 2-D analysis was performed. And then, k-$\varepsilon$ turbulence model with wall function chosen as the reasonable turbulence model for 3-D calculation was used to increase the efficiency of computation times. A reasonable result of 3-D flow pattern passing through the double-circular-arc cascade was obtained.

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표면 전하에 의한 Thyristor 소자의 차단전압 및 누설전류특성 연구 (Study on the Blocking Voltage and Leakage Current Characteristic Degradation of the Thyristor due to the Surface Charge in Passivation Material)

  • 김형우;서길수;방욱;김기현;김남균
    • 대한전기학회논문지:전기물성ㆍ응용부문C
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    • 제55권1호
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    • pp.34-39
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    • 2006
  • In high-voltage devices such as thyristor, beveling is mostly used junction termination method to reduce the surface electric field far below the bulk electric field and to expand the depletion region thus that breakdown occurs in the bulk of the device rather than at the surface. However, coating material used to protect the surface of the device contain so many charges which affect the electrical characteristics of the device. And device reliability is also affected by this charge. Therefore, it is needed to analyze the effect of surface charge on electrical characteristics of the device. In this paper, we analyzed the breakdown voltage and leakage current characteristics of the thyristor as a function of the amount of surface charge density. Two dimensional process simulator ATHENA and two-dimensional device simulator ATLAS is used to analyze the surface charge effects.

Inverse Brightness Temperature Estimation for Microwave Scanning Radiometer

  • Park, Hyuk;Katkovnik, Vladimir;Kang, Gum-Sil;Kim, Sung-Hyun;Choi, Jun-Ho;Choi, Seh-Wan;Jiang, Jing-Shan;Kim, Yong-Hoon
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2002년도 Proceedings of International Symposium on Remote Sensing
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    • pp.604-609
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    • 2002
  • The passive microwave remote sensing has progressed considerably in recent years. Important earth surface parameters are detected and monitored by airborne and space born radiometers. However the spatial resolution of real aperture measurements is constrained by the antenna aperture size available on orbiting platforms and on the ground. The inverse problem technique is researched in order to improve the spatial resolution of microwave scanning radiometer. We solve a two-dimensional (surface) temperature-imaging problem with a major intention to develop high-resolution methods. In this paper, the scenario for estimation of both radiometer point spread function (PSF) and target configuration is explained. The PSF of the radiometer is assumed to be unknown and estimated from the observations. The configuration and brightness temperature of targets are also estimated. To do this, we deal with the parametric modeling of observation scenario. The performance of developed algorithms is illustrated on two-dimensional experimental data obtained by the water vapor radiometer.

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Inverse Brightness Temperature Estimation for Microwave Scanning Radiometer

  • Park, Hyuk;Katkovnik, Vladimir;Kang, Gum-Sil;Kim, Sung-Hyun;Choi, Jun-Ho;Choi, Se-Hwan;Jiang, Jing-Shan;Kim, Yong-Hoon
    • 대한원격탐사학회지
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    • 제19권1호
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    • pp.53-59
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    • 2003
  • The passive microwave remote sensing has progressed considerably in recent years Important earth surface parameters are detected and monitored by airborne and space born radiometers. However the spatial resolution of real aperture measurements is constrained by the antenna aperture size available on orbiting platforms and on the ground. The inverse problem technique is researched in order to improve the spatial resolution of microwave scanning radiometer. We solve a two-dimensional (surface) temperature-imaging problem with a major intention to develop high-resolution methods. In this paper, the scenario for estimation of both radiometer point spread function (PSF) and target configuration is explained. The PSF of the radiometer is assumed to be unknown and estimated from the observations. The configuration and brightness temperature of targets are also estimated. To do this, we deal with the parametric modeling of observation scenario. The performance of developed algorithms is illustrated on two-dimensional experimental data obtained by the water vapor radiometer.

합성난류경계층이 벽면에서의 변동압력에 미치는 영향 (Effects of Synthetic Turbulent Boundary Layer on Fluctuating Pressure on the Wall)

  • 이영우;이동섭;신구균;홍진숙;임희창
    • 한국가시화정보학회지
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    • 제19권3호
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    • pp.92-98
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    • 2021
  • Large Eddy Simulation (LES) has been popularly applied and used in the last several decades to simulate turbulent boundary layer in the numerical domain. A fully developed turbulent boundary layer has also been applied to predict the complicated wake flow behind bluff bodies. In this study we aimed to generate an artificial turbulent boundary layer, which is based on an exponential correlation function, and generates a series of realistic three-dimensional velocity data in two-dimensional inlet section which are correlated both in space and in time. The results suggest its excellent capability for high Reynolds number flows. To make an effective generation, a hexahedral mesh has been used and Cholesky decomposition was applied to possess suitable turbulent statistics such as the randomness and correlation of turbulent flow. As a result, the flow characteristics in the domain and fluctuating pressure near the wall are very close to those of fully developed turbulent boundary layers.

Comparison of the Performance of Clustering Analysis using Data Reduction Techniques to Identify Energy Use Patterns

  • Song, Kwonsik;Park, Moonseo;Lee, Hyun-Soo;Ahn, Joseph
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.559-563
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    • 2015
  • Identification of energy use patterns in buildings has a great opportunity for energy saving. To find what energy use patterns exist, clustering analysis has been commonly used such as K-means and hierarchical clustering method. In case of high dimensional data such as energy use time-series, data reduction should be considered to avoid the curse of dimensionality. Principle Component Analysis, Autocorrelation Function, Discrete Fourier Transform and Discrete Wavelet Transform have been widely used to map the original data into the lower dimensional spaces. However, there still remains an ongoing issue since the performance of clustering analysis is dependent on data type, purpose and application. Therefore, we need to understand which data reduction techniques are suitable for energy use management. This research aims find the best clustering method using energy use data obtained from Seoul National University campus. The results of this research show that most experiments with data reduction techniques have a better performance. Also, the results obtained helps facility managers optimally control energy systems such as HVAC to reduce energy use in buildings.

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