• 제목/요약/키워드: Fluid resistance

검색결과 624건 처리시간 0.029초

합성곱 신경망과 복셀화를 활용한 선박 저항 성능 예측 (Prediction of Ship Resistance Performance Based on the Convolutional Neural Network With Voxelization)

  • 박종서;최민주;송지수
    • 대한조선학회논문집
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    • 제60권2호
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    • pp.110-119
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    • 2023
  • The prediction of ship resistance performance is typically obtained by Computational Fluid Dynamics (CFD) simulations or model tests in towing tank. However, these methods are both costly and time-consuming, so hull-form designers use statistical methods for a quick feed-back during the early design stage. It is well known that results from statistical methods are often less accurate compared to those from CFD simulations or model tests. To overcome this problem, this study suggests a new approach using a Convolution Neural Network (CNN) with voxelized hull-form data. By converting the original Computer Aided Design (CAD) data into three dimensional voxels, the CNN is able to abstract the hull-form data, focusing only on important features. For the verification, suggested method in this study was compared to a parametric method that uses hull parameters such as length overall and block coefficient as inputs. The results showed that the use of voxelized data significantly improves resistance performance prediction accuracy, compared to the parametric approach.

소형 쌍동선의 저항성능 개선을 위한 선형 최적화 기법 개발 (Development of Hull Form Optimization Method for Improving Resistance Performance of Small Catamaran )

  • 박정윤;이종현;서장훈;박동우
    • 대한조선학회논문집
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    • 제60권5호
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    • pp.332-340
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    • 2023
  • The present study established hull form optimization for small catamaran based on variations of knuckle lines. Four knuckle lines below the free surface were employed as design variables. Knuckle lines were independently transformed within remaining the main dimensions of the existing hull. For the hull form optimization, the SHERPA algorithm of HEEDS was utilized. Computational fluid dynamics was employed to estimate the resistance performance. The optimal hull showed the improvement of resistance performance of 9.3% than that of existing hull. The improvement of wave and pressure distributions for optimal hull was confirmed. Throughout the present study, it is expected that established optimization method can be applied for various small vessels such as fishing and leisure boats.

UNIST-DISNY 설비 피복관에 침적된 크러드의 열전달 모델링 (Modelling Heat Transfer Through CRUD Deposited on Cladding Tube in UNIST-DISNY Facility)

  • 유선오;김지용;방인철
    • 한국압력기기공학회 논문집
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    • 제19권2호
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    • pp.109-116
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    • 2023
  • This study presents a CRUD modelling to simulate the thermal resistance behavior of CRUD, deposited on the surface of a cladding tube of a fuel assembly. When heat produced from fuels transfers to a coolant through a cladding tube, the CRUD acting as an additional thermal resistance is expressed as two layers, i.e., a solid oxide layer and an imaginary fluid layer, which are added to the experimental tube's heat structure of the MARS-KS input data. The validation calculation for the experiments performed in UNIST-DISNY facility showed that the center and surface temperatures of the cladding tube increased as the porosity and the steam amount inside pores of the CRUD got higher. In addition, the temperature gradient in the imaginary fluid layer was calculated to be larger than that in the solid oxide part, indicating that the steam amount inside the layer acted more largely as thermal resistance. It was also evaluated through sensitivity calculations that the cladding tube temperature was more sensitive to the CRUD porosity and the steam amount in pores than to the inlet flow rate of the coolant.

Bolus Injection 방법을 이용해서 측정한 정상 성인의 뇌척수액 배출저항 (Resistance to Cerebrospinal Fluid Outflow Measured by Bolus Injection Method in Normal Adults)

  • 김은영;박현선;정종권;진태경;김재중;박형천
    • Journal of Korean Neurosurgical Society
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    • 제29권9호
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    • pp.1209-1214
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    • 2000
  • Objectives : The measurement of resistance to cerebrospinal fluid outflow($R_o$) can clearly delineate cerebrospinal fluid dynamics in patients with ventricular dilatation and can help in selecting patients to undergo shunt placement. With regards to type of infusion method, bolus injection is known to be more practical and safer than continuous infusion. The purpose of this study was to obtain $R_o$ of normal adults using lumbar bolus injection method. Material and Methods : Twenty adults aged 25 to 52 years were studied using lumbar bolus injection method. Fifteen patients with hemifacial spasm and five with cerebral concussion underwent $R_o$ measurement under propofol general anesthesia and local anesthesia, respectively. Results : The mean values of $R_o$ determined 1 minute and 2 minutes after bolus injection were $4.8{\pm}1.7$ and $4.4{\pm}1.6mmHg/ml/min$, respectively. There was no significant difference of $R_o$ between propofol general anesthesia group and local anesthesia group. Two patients showed $R_o$ greater than 6mmHg/ml/min. One patient revealed unexpectedly high level of $R_o$ due to severe spinal stenosis. Conclusion : Mean Ro in this study was higher than that of Shapiro's study. Borderline Ro near 6mmHg/ml/min should be regarded with caution and compared with clinical symptoms and results of other studies. Patients with severe spinal stenosis should be evaluated with caution.

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Bioelectrical Impedance Analysis at Popliteal Regions of Human Body using BIMS

  • Kim, J.H.;Kim, S.S.;Kim, S.H.;Baik, S.W.;Jeon, G.R.
    • 센서학회지
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    • 제25권1호
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    • pp.1-7
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    • 2016
  • Bioelectrical impedance (BI) at popliteal regions was measured using a bioelectrical impedance measurement system (BIMS), which employs the multi-frequency and the two-electrode method. Experiments were performed as follows. First, a constant AC current of $800{\mu}A$ was applied to the popliteal regions (left and right) and the BI was measured at eight different frequencies from 10 to 500 kHz. When the applied frequency greater than 50 kHz was applied to human's popliteal regions, the BI was decreased significantly. Logarithmic plot of impedance vs. frequency indicated two different mechanisms in the impedance phenomena before and after 50 kHz. Second, the relationship between resistance and reactance was obtained with respect to the applied frequency using BI (resistance and reactance) acquired from the popliteal regions. The phase angle (PA) was found to be strongly dependent on frequency. At 50 kHz, the PA at the right popliteal region was $7.8^{\circ}$ slightly larger than $7.6^{\circ}$ at the left popliteal region. Third, BI values of extracellular fluid (ECF) and intracellular fluid (ICF) were calculated using BIMS. At 10 kHz, the BI values of ECF at the left and right popliteal regions were $1664.14{\Omega}$ and $1614.08{\Omega}$, respectively. The BI values of ECF and ICF decreased sharply in the frequency range of 10 to 50 kHz, and gradually decreased up to 500 kHz. Logarithmic plot of BI vs. frequency shows that the BI of ICF decreased noticeably at high frequency above 300 kHz because of a large decrease in the capacitance of the cell membrane.

A comparison study on the deck house shape of high speed planing crafts for air resistance reduction

  • Park, Chung-Hwan;Park, Hee-Seung;Jang, Ho-Yun;Im, Namkyun
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제6권4호
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    • pp.867-875
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    • 2014
  • Planing crafts were specifically designed to achieve relatively high speeds on the water. When a planing craft is running at high speed, dynamic pressure on the bottom makes the boat rise on the surface of the water. This reduces the area of the sinking surface of the boat to increase air resistance. Air resistance means the resistance that occurs when the hull and deck house over the surface of the water come in contact with the air current. In this paper, we carried out a CFD numerical analysis to find optimal deck houses that decreased air-resistance on the water when planing crafts are running at high speed. We finally developed the deck house shape of high-speed planing crafts that optimally decreased air resistance.

전단농화유체가 함침된 Kevlar 재료의 방탄특성 (Ballistic Resistance Performance of Kevlar Fabric Impregnated with Shear Thickening Fluid)

  • 송흥섭;윤병일;김창연;박종열;강태진
    • Composites Research
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    • 제20권3호
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    • pp.1-7
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    • 2007
  • 본 연구는 전단농화유체(STF)가 함침된 Kevlar 복합재료(STF-Kevlar composite)의 제조 및 방탄성능 평가에 관한 내용이다. 전단농화유체는 fumed silica와 구형 silica를 에틸렌글리콜에 혼합하여 제조하였고 이 유체를 Kevlar직물에 함침시켜 액체방탄재료를 제작하였다. 전단농화거동을 조사한 결과 사용된 STF는 모두 전단농화거동이 발현됨을 확인하였다. 그리고 방탄시험 결과 구형silica STF-Kevlar 복합재료가 보다 우수한 방탄특성을 나타내었다. 한편 방탄시험 시 neat Kevlar 시험편에서는 탄자가 섬유를 pull-out하면서 관통하는 현상이 발생하였으나 LBA시험편에서는 섬유의 pull-out 대신 원주방향으로 섬유가 변형되면서 방탄재료가 변형되는 거동을 보여 서로 다른 변형거동을 각각 나타내는 것으로 관찰되었다.

CFD 해석방법을 이용한 PFA 라이닝 볼밸브의 유량계수 예측 (Prediction of the Flow Coefficient of a PFA Lined Ball Valve Using the CFD Simulation Method)

  • 전홍필;이원섭;김철수;이종철
    • 한국유체기계학회 논문집
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    • 제19권4호
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    • pp.35-38
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    • 2016
  • A PFA lined ball valve, which is machined with fluorinated resin PFA to its inner part for improving corrosion resistance, non-stickness, heat-resistance, has been widely used in semiconductor/LCD manufacturing processes with the high purity chemicals as working fluid. Due to the safety concerns, the experiments for measuring the flow coefficient of a PFA lined ball valve should be conducted with water at room temperature according to IEC standards. However, it is required to know the real flow coefficient with the real working fluid, because the flow coefficient is critical to correctly design valves in piping system. In this study, we calculated the flow coefficient of a PFA lined ball valve 40A with hydrochloric acid ($40^{\circ}C$ 36% HCl) as the working fluid using a commercial CFD package, ANSYS CFX v15. The computational results had a good agreement with the measured data and showed a little difference between water and hydrochloric acid as the working fluid of a PFA lined ball valve.

Computational Study on the Hemodynamics of the Bypass Shunt Directly Connecting the left Ventricle to a Coronary Artery

  • Shim Eun Bo;Lee Byung Jun;Ko Hyung Jong
    • Journal of Mechanical Science and Technology
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    • 제19권5호
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    • pp.1158-1168
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    • 2005
  • A shunt from the left ventricle to the left anterior descending artery is being developed for coronary artery occlusive disease, in which the shunt or conduit connects the the left ventricle (LV) with the diseased artery directly at a point distal to the obstruction. To aid in assessing and optimizing its benefit, a computational model of the cardiovascular system was developed and used to explore various design conditions. Computational fluid dynamic analysis for the shunt hemodynamics was also done using a commercial finite element package. Simulation results indicate that in complete left anterior descending artery (LAD) occlusion, flow can be returned to approximately 65% of normal, if the conduit resistance is equal for forward and reverse flow. The net coronary flow can increase to 80% when the backflow resistance is infinite. The increases in flow rate produced by asymmetric flow resistance are enhanced considerably for a partial LAD obstruction, since the primary effect of resistance asymmetry is to prevent leakage back into the ventricle during diastole. Increased arterial compliance has little effect on net flow with a symmetric shunt, but considerably augments it when the resistance is asymmetric. The computational results suggest that an LV-LAD conduit will be beneficial when the resistance due to artery stenosis exceeds 27 PRU, if the resistance is symmetric. Fluid dynamic simulations for the shunt flow show that a recirculating region generated near the junction of the coronary artery with the bypass shunt. The secondary flow is induced at the cutting plane perpendicular to the axis direction and it is in the attenuated of coronary artery.

경험식과 수치해석을 이용한 종방향 무게중심 변화에 따른 소형선박의 저항성능 변화에 관한 연구 (Empirical and Numerical Analyses of a Small Planing Ship Resistance using Longitudinal Center of Gravity Variations)

  • 마이클;임준택;임남균;서광철
    • 해양환경안전학회지
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    • 제29권7호
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    • pp.971-979
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    • 2023
  • 소형 선박(<499 GT)이 전체 선박의 46%를 지배하고 있어 상대적으로 많은 CO2 배출가스를 가지고 있다고 결론지을 수 있다. 최적의 Trim 조건에서 운전하면 선박의 저항을 감소시킬 수 있어 온실가스가 적게 발생할 수 있다. Trim을 최적화하는 가장 저렴한 방법 중 하나는 최적의 Longitudal Center of Gravity(LCG)를 얻기 위해 무게 분포를 조정하는 것이다. 따라서 본 연구에서는 소형 선박의 저항에 대한 LCG 변화의 영향을 경험적 및 수치적 해석을 통해 연구하고자 한다. 선체를 설계하는 Savitsky 경험식은 Maxsurf Resistance의 방법으로 사용된다. 수치해석에는 STAR-CCM+ 상용 CFD(Computational Fluid Dynamics) 소프트웨어가 사용되지만 최종적으로 선박 설계 과정 이후 최적의 LCG를 얻기 위해 전체 저항을 비교한다. 결론적으로 Froude Number 0.56에서는 수치해석에 의해 전체 길이(LoA) 46.2%에서 최적의 LCG를 달성하고 Froude Number 0.63에서는 43.4% LoA를 달성하여 29.2% LoA에서 기준점에 비해 최대 41.12% - 45.16%의 상당한 저항 감소를 얻을 수 있다.