• Title/Summary/Keyword: fluctuation rates

검색결과 163건 처리시간 0.029초

축류 홴의 익단누설와류 및 후류에서 유량에 따른 변동속도의 주파수 특성 (Frequency Characteristics of Fluctuating Velocity According to Flow Rates in a Tip Leakage Vortex and a Wake Flow in an Axial Flow Fan)

  • 장춘만;김광용;후카노토오루
    • 대한기계학회논문집B
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    • 제28권2호
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    • pp.181-188
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    • 2004
  • The frequency characteristics in an axial flow fan operating at a design and three off-design operating conditions have been investigated by measuring the velocity fluctuation of a tip leakage vortex and a wake flow. Two hot-wire probe sensors rotating with the fan rotor. a fixed and a moving ones, were introduced to obtain a cross-correlation coefficient between two sensors as well as the fluctuating velocity. The results show that the spectral peaks due to the fluctuating velocity near the rotor tip are mainly observed in the reverse flow region of higher flow rates than those in the peak pressure operating condition. However, no peak frequency presents near the rotor tip for near stall condition. Detailed wake flow just downstream of the rotor blade was also measured by the rotating hot-wire sensor. The peak frequency of a high velocity fluctuation due to Karman vortex shedding in the wake region is mainly observed at the higher flow rate condition than that in the design point.

딥러닝 모형을 이용한 팔당대교 지점에서의 유량 예측 (Flow rate prediction at Paldang Bridge using deep learning models)

  • 성연정;박기두;정영훈
    • 한국수자원학회논문집
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    • 제55권8호
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    • pp.565-575
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    • 2022
  • 최근의 수자원공학 분야는 4차산업혁명과 더불어 비약적으로 발전된 딥러닝 기술을 활용한 시계열 수위 및 유량의 예측에 대한 관심이 높아지고 있다. 또한 시계열 자료의 예측이 가능한 LSTM 모형과 GRU 모형을 활용하여 수위 및 유량 예측을 수행하고 있지만 시간 변동성이 매우 큰 하천에서의 유량 예측 정확도는 수위 예측 정확도에 비해 낮게 예측되는 경향이 있다. 본 연구에서는 유량변동이 크고 하구에서의 조석의 영향이 거의 없는 한강의 팔당대교 관측소를 선택하였다. 또한, LSTM 모형과 GRU 모형의 입력 및 예측 자료로 활용될 유량변동이 큰 시계열 자료를 선택하였고 총 자료의 길이는 비교적 짧은 2년 7개월의 수위 자료 및 유량 자료를 수집하였다. 시간변동성이 큰 시계열 수위를 2개의 모형에서 학습할 경우, 2개의 모형 모두에서 예측되는 수위 결과는 관측 수위와 비교하여 적정한 정확도가 확보되었으나 변동성이 큰 유량 자료를 2개의 모형에서 직접 학습시킬 경우, 예측되는 유량 자료의 정확도는 악화되었다. 따라서, 본 연구에서는 급변하는 유량을 정확히 예측하기 위하여 2개 모형으로 예측된 수위 자료를 수위-유량관계곡선의 입력자료로 활용하여 유량의 예측 정확도를 크게 향상시킬 수 있었다. 마지막으로 본 연구성과는 수문자료의 별도 가공없이 관측 길이가 상대적으로 충분히 길지 않고 유출량이 급변하는 도시하천에서의 홍수예경보 자료로 충분히 활용할 수 있을 것으로 기대된다.

PET/CT 검사에서 선량변화와 QAC기법 적용 시 Metal Artifact 유무에 따른 SUV 비교분석 (A Comparative Analysis According to a Presence or Absence of Metal Artifacts when a Dose Change and QAC Technique are Applied in PET/CT Tests)

  • 윤선희;김양중;강영직;박수영;김호신;류형기
    • 핵의학기술
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    • 제19권1호
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    • pp.51-56
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    • 2015
  • Purpose As medical radiation exposures on patients are being social issues an interest in a relief of radiation exposures on patients is increasing. Further, there are many cases where some patients among who are getting PET/CT tests choose to get implanted with metal artifacts in their bodies. This study is to find out effects of presence or absence of metal artifacts when dose change or CT attenuation correction for the relief of radiation exposures are applied using phantoms through changes in standard uptake value (SUV). Materials and Methods GE company's Discovery 710 machine was used for PET/CT test equipments. We used NEMA IEC body phantoms. We also used screw and mesh cage made of titanium which are used in real clinical processes for the metal artifacts. Two experiments were conducted: One is to test and measure repeatedly about SUV about differences in CT attenuation corrections according to dose changes and another is to do the same procedure for SUV about the presence and absence of the metal artifacts. We injected $^{18}F-FDG$ into NEMA IEC body phantoms with a TBR ratio of 4:1 and then put the metal material into the transformation phantoms. Once a scanning for the metal artifacts was done we eliminated the metal artifacts and went on non-metal artifacts. For the each two experiments, we scanned repeatedly with CT kVp (140, 120, 100, 80) and mA (120, 80, 40, 20, 10) for an experimental condition. For PET, we reconstructed each with standard AC (STD) technique and quantitation achieved cnsistently QAC) technique among CT attenuation correction methods. We conducted a comparative analysis on measured average values and variations which were measured through repeated measure of SUV of region 1, 2, 3 spheres for each conditions of non-metal /metal scan. Results For each kVp, 120, 80, 40 (mA) of non/metal (screw, mesh cage) showed low frequency of fluctuation rates of above 2%. In 20, 10 mA above 2% of fluctuation rates appeared in high frequency. Also, when we compared the fluctuation rates of STD and QAC techniques in non/metal (screw, mesh cage) tests QAC technique showed about 1-10% of differences for each conditions compared to STD technique. In addition, metal types did not have significant effects on fluctuation rates. Conclusion We confirmed that SUV fluctuation rates for both STD and QAC techniques increase as dosage is lower. We also found that the SUV of PET data was maintained steadily in a low dosage for QAC technique when compared with STD technique. Hence, when the low dosage is used for the relief of radiation exposures on patients QAC technique may be exploited helpfully and this could be applied in the same way for patients with metal artifacts implanted in their bodies.

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근사수평 반류성층 2상유동에서의 3차원 계면파의 구조측정 (Measurement of three-dimensional interfacial wave structures in nearly- horizontal countercurrent statified two-phase flow)

  • 이상천
    • 대한기계학회논문집
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    • 제12권3호
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    • pp.599-606
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    • 1988
  • 본 연구에서는 공기와 물을 사용한 근사수평 반류성층유동에서의 계면파 구조 를 측정하였다. 3차원파 영역내의 유동조건하에서 탐침접촉법을 이용하여 계면파의 액막분포도를 구하였으며 Gauss 모델과 비교분석하였다. 또 이 분포도에서 파의 구 조와 관련된 통계치, 즉 평균액막두께, 파진폭, 파고 교란강도등을 계산하여 유동조건 에 따른 경향을 분석하였다. 본 연구와 병행하여 계면전단응력과 계면마찰계수에 관 한 실험을 수행하였는데 이 결과와 계면파 구조와의 상호연관성도 고찰하였다.

강우시 저농도 고수리부하가 회분식 반응조 제거효율에 미치는 영향 (Effects of Inflow Fluctuation on the Removal Efficiency in Low Strength Sewage Treatment using Sequencing Batch Reactor Process during Rainfall)

  • 어성욱;김건하;손봉호
    • 한국물환경학회지
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    • 제22권1호
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    • pp.91-96
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    • 2006
  • Many small scale Sewage Treatment Plants (STPs) are currently being constructed at many rural areas. The STPs in rural area suffer from low concentration and large inflow quantity fluctuation during wet weather mainly due to illicit combined sewer system. Sequencing Batch Reactor (SBR) is a process effectively coping with these obstacles. The main objective of this study was to evaluate SBR with high hydraulic loading and low inflow concentration. The operating conditions tested were: organic loading rate = $0.17-0.42KgBOD/m^3/d$, hydraulic loadings = $12.1-61.5m^3/m^2/d$, average MLSS concentration = 2500 mg/L, F/M ratio = 0.026-0.17 KgBOD/Kg MLSS, HRT = 9-12 hr HRT, and SRT = 5.6-33.6 days. Organic loading rate on SBR did not impact significantly on BOD and SS removal efficiencies. To increase treatment efficiencies, low hydraulic loading rate with low concentration was required. The results suggested that low influent concentration with high inflow rates during wet weather requires extended time for settling.

Estimating Groundwater Level Change Associated with River Stage and Pumping using Time Series Analyses at a Riverbank Filtration Site in Korea

  • Cheong, Jae-Yeol;Hamm, Se-Yeong;Kim, Hyoung-Soo;Lee, Soo-Hyoung;Park, Heung-Jai
    • 한국환경과학회지
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    • 제26권10호
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    • pp.1135-1146
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    • 2017
  • At riverbank filtration sites, groundwater levels of alluvial aquifers near rivers are sensitive to variation in river discharge and pumping quantities. In this study, the groundwater level fluctuation, pumping quantity, and streamflow rate at the site of a riverbank filtration plant, which produces drinking water, in the lower Nakdong River basin, South Korea were interrelated. The relationship between drawdown ratio and river discharge was very strong with a correlation coefficient of 0.96, showing a greater drawdown ratio in the wet season than in the dry season. Autocorrelation and cross-correlation were carried out to characterize groundwater level fluctuation. Autoregressive model analysis of groundwater water level fluctuation led to efficient estimation and prediction of pumping for riverbank filtration in relation to river discharge rates, using simple inputs of river discharge and pumping data, without the need for numerical models that require data regarding several aquifer properties and hydrologic parameters.

원화환율의 변화가 국내 서비스무역수지에 미치는 영향 (The Effect of the Korean Won Exchange Rates on the Korean Service Trade Balance)

  • 손일태
    • 국제지역연구
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    • 제13권2호
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    • pp.298-324
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    • 2009
  • 본 논문의 연구목적은 원화환율의 변화가 국내 서비스무역수지에 미치는 영향을 분석하는 것이다. 실증분석 결과에 의하면 우리나라의 서비스수지는 주로 원/달러, 원/엔 환율에 의해서 영향을 받는 것으로 나타났다. 서비스수지 수입 및 지급은 원/달러 환율과는 부의 관계를, 원/엔 환율과는 정의 관계를 갖는다. 원/달러, 원/엔 환율이 동시에 절하될 경우 서비스수지는 개선되는 것으로 나타났다. 운수수지는 원/달러, 원/엔, 그리고 원/위안 환율, 여행수지는 원/달러 환율, 그리고 사업서비스수지는 원/달러, 원/엔 환율에 의해서 영향을 받는 것으로 나타났다.

국가 지하수 관측망의 수위 및 온도 자료를 이용한 함양량 산정

  • 박창희;구민호;이대하;김형수
    • 한국지하수토양환경학회:학술대회논문집
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    • 한국지하수토양환경학회 2002년도 총회 및 춘계학술발표회
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    • pp.351-356
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    • 2002
  • Groundwater recharge rate was estimated by applying the groundwater level fluctuation method utilizing Theis (1937) approach with specific yield estimation technique of Shevenell (1996) and the temperature method using observed data from National Groundwater Observation Stations. Results based on analysis of water level observation data of 10 alluvium wells reveal that the recharge rates for 5 wells of Kum river area range 3.7~25.0% and those for 5 wells of Nakdong river area range 3.6~21.7%. Results obtained from the temperature method based on water temperature data indicated that the upward flow resulted from evapotranspiration is dominant for 4 wells of the Kum river area and 5 wells of the Nakdong river area. The other wells showed the downward flow which is related to groundwater recharge in these areas.

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축류팬 익단누설와류의 비정상 특성 (Unsteady Nature of a Tip Leakage Vortex in an Axial Flow Fan)

  • 장춘만;김광용
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2003년도 추계학술대회
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    • pp.845-850
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    • 2003
  • Unsteady nature of a tip leakage vortex in an axial flow fan operating at a design and off-design operating conditions has been investigated by measuring the velocity fluctuation in a blade passage with a rotating hotwire probe sensor. Two hot-wire probe sensors rotating with the fan rotor were also introduced to obtain the cross-correlation coefficient between the two sensors located in the vortical flow as well as the fluctuating velocity. The results show that the vortical flow structure near the rotor tip can be clearly observed at the quasi-orthogonal planes to a tip leakage vortex. The leakage vortex is enlarged as the flow rate is decreased, thus resulting in the high blockage to main flow. The spectral peaks due to the fluctuating velocity near the rotor tip are mainly observed in the reverse flow region at higher flow rates than the peak pressure operating condition. However, no peak frequency presents near the rotor tip for near stall condition.

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직각 엘보우를 가진 사각덕트 내의 유속측정에 관한 연구 (Velocity Measurement in a Rectangular Duct with $90^{\circ}$ Mitered Elbow)

  • 윤영환;배택희;박원구
    • 설비공학논문집
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    • 제13권12호
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    • pp.1184-1195
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    • 2001
  • Analysis of fluid flow in rectangular ducts has been conducted since it has a wide application. The purpose is to provide experimental data for the comparison with computational results. Velocity distributions inside a rectangular duct with $90^{\circ}$ mitered elbow are measured by 5W laser doppler velocity meter for Reynolds numbers of 4,049, 8,104, and 12,186. Flow rates obtained by the integration of measured velocity profile at three cross-sections, which are inlet, middle section after the elbow, and outlet, have errors less than 0.9% among them. Turbulent fluctuation components in two directions are found to have almost similar magnitude each other at a certain location due to the isotropic characteristic of turbulence.

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