• 제목/요약/키워드: 나노유체

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Prediction on Web-based simulation result through Machine learning (머신러닝을 통한 웹 기반 시뮬레이션 결과 예측)

  • Kim, JiSu;Kang, MinKyu;Kwon, Hoon;Lee, JeongCheol
    • Proceedings of the Korea Information Processing Society Conference
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    • 2019.10a
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    • pp.789-792
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    • 2019
  • 최근 IT 기술의 발전으로 웹 기반 시뮬레이션이 많은 연구에 도움을 주고 있다. EDISON은 그러한 시뮬레이션 환경을 제공해주는 플랫폼으로 전산열유체, 나노물리, 계산화학, 등 다양한 전문분야의 앱(이하 솔버)을 제공해준다. 이러한 솔버는 사용자가 그 솔버에 맞는 간단한 파라미터들만 입력하면 다양한 결과를 알아서 계산해 주는 편의를 제공해 주지만 입력 데이터에 따라 작업 시간이 상당히 혹은 무한히 걸릴 수 있기 때문에 언제 끝날지 모르는 작업의 완료 여부를 수시로 확인해야만 하는 불편함이 있다. 때문에 그 시간을 예측할 수 있다면 수시로 확인하는 불편함을 줄일 수 있다. 또한 오랜 시간이 걸리는 작업의 결과를 미리 알 수 있으면 사용자들에게 큰 도움이 될 것이다. 이런 점에서 본 논문에서는 시뮬레이션의 작업 결과와 수행 시간의 예측 모델을 적용해 보았다. 본 논문에서는 계산화학분야의 uChem 솔버의 결과 예측을 진행하였는데 uChem 솔버는 1주기 및 2주기 원자들로 이루어진 화합물의 최적화된 상태의 에너지 값과 구조를 보여주는 프로그램이다. 예측을 진행한 결과 에너지는 99%이상의 상당히 높은 정확도를 얻을 수 있었고 수행 시간의 경우 약 90%의 정확도를 얻었다. 이를 통해서 사용자로 하여금 더욱 편리한 서비스를 제공할 수 있을 것이다.

Laser Beam Scattering Analysis in Aqueous Environments (액상유체 환경하에서 레이저빔의 산란 해석)

  • Choi, Hae Woon
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.18 no.2
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    • pp.91-95
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    • 2019
  • A new experimental approach is proposed to detect a specific polymer dissolved in a liquid. Distinctive optical properties were found using a laser scattering technique when there is a polymer compound with almost no difference in optical properties (index of refraction) in a liquid phase. The index of refraction, which determines the refraction of light, is obtained by dissolving PCL and PLA. The used samples are biodegradable materials with similar properties and dissolved in a mixture of Chloroform 7: Methanol 3. To predict the optical properties, a 632-nm diode laser was used as the light source of the device, and an integrating sphere was used as the light receiver. Although PCL and PLA had a similar index of refraction of 1.46-1.48, the dissolved PCL showed a relative transmittance of 43%, and the dissolved PLA had a relative transmittance of 34%. The difference in optical properties of the pure polymer compound in the solid state or liquid state is not significantly different, and the difference in the dissolved state in the specific solvent is remarkable because the solubility differs in a specific solution and is randomly distributed.

A Study on Measures to Prevent Leakage of Process Fluid from the VCR Fitting used in the Semiconductor Manufacturing Process (반도체 제조 공정에서 사용되는 이송배관 연결부위(VCR Fitting)로부터 공정유체 누출사고 예방 대책에 관한 연구)

  • Dae Joon Lee;Sang Ryung Kim;Sang Gil Kim;Chung Sang Kang;Joon Won Lee
    • Journal of the Korean Institute of Gas
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    • v.27 no.2
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    • pp.79-85
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    • 2023
  • Recently, in the semiconductor process, large companies are seeking process changes from memory semiconductors to the foundry due to the increase in demand due to the 4th industry. industry is expanding. The characteristics of special gases and precursors, which are raw materials used to produce these semiconductor chips, are toxic, pyrophoric, inflammable, and corrosive. These semiconductor raw materials are operated in a closed system and do not leak to the outside during normal times, but when leaked, they spread to the inside of the gas box, and when proper ventilation is not provided inside the gas box, they spread to the outside, causing fires, explosions, or toxic substances. It can lead to major accidents such as leakage. Recently, there have been cases of accidents in which hazardous materials leaked from the closed system of the semi conductor process and spread to the inside and outside of the gas box. . In this study, we propose preventive measures based on the case of an accident in which raw material leaked from the VCR fitting, which is the connection part of the semiconductor raw material transfer pipe, and spread to the outside of the gas box.

Preliminary Study on Factor Technology of Selective Catalytic Reduction System in Marine Diesel Engine (선박용 디젤엔진 SCR 시스템 요소 기술에 관한 기초 연구)

  • Park, Yoon-Yong;Song, Ha-Cheol;Ahn, Gi-Ju;Shim, Chun-Sik
    • Journal of Navigation and Port Research
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    • v.40 no.4
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    • pp.173-181
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    • 2016
  • From 2016, controls on reduction of NOx and SOx emissions from the vessels that are operated in the emission control area were tightened. The selectivity catalytic reduction system of the denitrification equipment which NOx among the above controlled materials is very effective and used commercially very much. But it has the disadvantage that CSR is activated at high temperatures. Therefore, the SCR and SCR activation instrument that can react even at low temperatures by using micro-nano bubbles so that the above problems can be minimized were developed. And the computational fluid dynamics technique was used by ANSYS-CFX package to prepare the plan that improves the SCR system's efficiency. Simulation for the viscous flow analysis of the SCR system was executed by applying the Navier-Stokes equation to it as a governing equation. For the SCR system's shape, 3D modeling was done by using CATIA V5. SCR jet nozzle's position was checked by changing it to the intervals of 1/3, 1/2, and 2/3 from the inlet of the vent pipe to compare the SCR system's efficiency. And the number of nozzles was compared and analyzed by simulating 4, 6, and 8 holes to check an effect of the number on the SCR system's efficiency. The simulation result has found that the closer nozzles are to the inlet of the vent pipe and the more nozzles are, the more efficiency is improved.

Experimental Study on the Flow Hysteresis Phenomenon in a Supersonic Nozzle (초음속 노즐에서 발생하는 유동 이력현상에 대한 실험적 연구)

  • Nam, Jong-Soon;Kim, Heuy-Dong
    • Journal of the Korean Society of Propulsion Engineers
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    • v.16 no.2
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    • pp.58-64
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    • 2012
  • Hysteresis phenomena in fluid flow systems are frequently encountered in many industrial and engineering applications and mainly appear during the transient processes of change of the pressure ratio. Shock-containing flow field in supersonic nozzles is typically subject to such hysteresis phenomena, but associated flow physics is not yet understood well. In the present study, experimental work has been carried out to investigate supersonic nozzle flows during the transient processes of change in the nozzle pressure ratio. Time-dependent surface wall pressures were measured by a multiple of pressure transducers and the flow field was visualized using a nano-spark Schlieren optical method. The results obtained show that the hysteresis phenomenon is strongly dependent on the nozzle geometry as well as the time scale of the change of pressure ratio.

Hybrid Particle Image Velocimetry Based on Affine Transformation (어파인변환 기반 하이브리드 PIV)

  • Doh, Deog-Hee;Cho, Gyong-Rae;Lee, Jae-Min
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.35 no.6
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    • pp.603-608
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    • 2011
  • Since PTV (particle tracking velocimetry) provides velocity vectors by tracking each particle in a fluid flow, it has significant benefits when used for nano- and bio-fluid flows. However, PTV has only been used for limited flow fields because interpolation data loss is inevitable in PTV in principle. In this paper, a hybrid particle image velocimetry (PIV) algorithm that eliminates interpolation data loss was constructed by using an affine transformation. For the evaluation of the performance of the constructed hybrid PIV algorithm, an artificial image test was performed using Green-Taylor vortex data. The constructed algorithm was tested on experimental images of the wake flow (Re = 5,300) of a rectangular body ($6cm\;{\times}3cm$), and was demonstrated to provide excellent results.

PBMS용 조리개형 공기 역학 렌즈의 수치해석적 연구

  • Kim, Myeong-Jun;Kim, Yeong-Seok;Kim, Dong-Bin;Mun, Ji-Hun;Gang, Sang-U;Kim, Tae-Seong
    • Proceedings of the Korean Vacuum Society Conference
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    • 2014.02a
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    • pp.279.2-279.2
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    • 2014
  • 반도체 선폭이 20 nm급까지 감소함에 따라 기존에 수율에 문제를 끼치던 공정 외부 유입 입자뿐만 아니라, 공정 도중에 발생하는 수~수십 나노의 작은 입자도 수율에 악영향을 끼치게 되었다. 이에 따라 저압, 극청정 조건에서 진행되는 공정 중 발생하는 입자를 실시간으로 모니터링 할 수 있는 장비에 대한 수요가 발생하고 있다. Particle beam mass spectrometer (PBMS)는 이러한 요구사항을 만족할 수 있는 장비로 100 mtorr의 공정 조건에서 5 nm 이상의 입자의 직경별 수농도를 측정할 수 있는 장비이다. PBMS로 입자의 수농도를 측정하기 위해서는 PBMS 전단에서 입자를 중앙으로 집속할 필요가 있다. 공기역학렌즈는 PBMS 전단에서 입자를 집속시키기 위해 일반적으로 널리 사용되고 있는 장비로 여러 개의 오리피스로 이루어져 있다. 공기역학렌즈를 지나는 수송 유체와 입자는 이러한 연속 오리피스를 거치면서 팽창과 수축을 반복하며, 관성력의 차이로 인해 입자가 중앙으로 집속된다. 그러나 기존 공기역학렌즈는 고정된 직경의 오리피스를 사용하기 때문에 설계된 공정조건 이외에는 입자의 집속효율이 감소한다는 단점을 지닌다. 따라서 공정조건이 바뀔 경우 공기역학렌즈를 교체해야 되며, 진공이라는 환경하에서 이러한 교체는 많은 시간과 노력을 요구로 한다. 본 연구에서는 이러한 공기역학렌즈의 문제점을 해결하기 위해 다양한 공정조건에서 교체 없이 사용할 수 있는 새로운 형태의 공기역학렌즈인 조기래형 공기역학렌즈를 제안하였다. 각각의 오리피스가 중공의 직경을 변경할 수 있는 구조인 조리개의 형태로 설계되어 있어, 공정조건에 따라 중공의 직경을 변경함으로써 입자의 집속을 결정하는 요소인 Stokes number를 조절 할 수 있다. 이러한 조리개형 공기 역학 렌즈의 성능을 평가하기 위해 수치해석적인 방법을 이용하였다. 공기 역학 렌즈 전단의 압력을 0.1~10 torr까지 변화시켜가며 다양한 공정조건에서 오리피스의 직경만을 변경하여 입자 집속 가능 여부를 판단하였으며, 조리개 형태의 구조상 발생할 수 있는 leak로 인한 입자 집속 효율의 변화도 평가하였다.

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Surface Tension Change of Simulant Gel Propellant according to the Metal Particle Addition (금속입자 첨가에 따른 모사젤 추진제의 표면장력 변화)

  • Kim, Kyehwan;Kim, Sijin;Han, Seungjoo;Kim, Jinkon;Moon, Heejang
    • Journal of the Korean Society of Propulsion Engineers
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    • v.21 no.3
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    • pp.34-40
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    • 2017
  • In this study, the surface tension of simulant gel propellants was measured by Du $No{\ddot{u}}y$ ring method. The variation of the surface tension was investigated with respect to the amount of the gelling agent, and metal particle addition. Distilled water was used as the base fluid for the preparation of the simulant gel propellant where Carbopol 941 was used as a gelling agent and SUS304 spherical metal particles (mean diameter : 100 nm) as simulant energetic particles. As a result of measurements, surface tension increased with increasing gelling agent concentration while, in the presence of metal particle, different behavior of surface tension has been observed.

Ultra-Precise Polishing of Mica Glass Ceramics Using MR Fluids and Nano Abrasives (MR fluid를 이용한 Mica Glass Ceramics의 초정밀 연마)

  • Beak, Si-Young;Song, Ki-Hyeok;Kim, Ki-Beom;Kim, Byung-Chan;Kang, Dong-Sung;Hong, Kwang-Pyo
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.16 no.5
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    • pp.85-90
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    • 2017
  • Mica-glass ceramics has features such as micro-sized crystals, high strength, chemical resistance, semitransparent optical properties, etc. Due to its superior material properties, mica glass ceramics have increasing applications in dental and medical components, insulation boards, chemical devices, etc. In many applications, especially for dental and medical components, ultra-precise polishing is required. However, it is known to be a very difficult-to-grind material because of its high hardness and brittle properties. Thus, in this study, a newly developed ultra-precise polishing method is applied to obtain nano-level surface roughness of the mica glass ceramics using magnetorheological (MR) fluids and nano abrasives. Nano-sized ceria particles were used for the polishing of the mica glass ceramics. A series of experiments were performed under various polishing conditions, and the results were analyzed. A very fine surface roughness of Ra=6.127 nm could be obtained.

A Study on Friction Loss of Engine using Microfluidics Approach (미세유동의 경계면 특성을 적용한 엔진 마찰 손실 연구)

  • Park, Cho Hee;Kim, Bo Hung
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.38 no.12
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    • pp.1035-1042
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    • 2014
  • Reducing the friction of engine parts is an important issue in engine design. The loss of energy in the piston assembly due to mechanical friction ranges from 40 to 55%, and there is an increase in the total energy of about 5% if the friction of the piston can be removed. In order to reduce the friction loss at the level of each engine part, it is necessary to perform a comparative analysis with other engines to determine the important factors affecting the energy loss. Several studies have been performed to analyze the lubrication based on hydrodynamic modeling, since a piston lubrication system has dimensions in the nanoscale to microscale domain. Therefore, it is necessary to determine the correlations between the molecular and continuum systems. In this study, we investigated the friction changes due to the various interactions between molecules in the wall/fluid interface, where a microscopic movement of the oil film occurs along the cylinder liner of the engine.