• Proceedings of the Korean Society of Disaster Information Conference
• /
• 2017.11a
• /
• pp.360-361
• /
• 2017

도시가스 배관의 안전을 위해 다양한 시스템이 가동되고 있지만 대부분 현장점검에 의존하는 한계점을 가지고 있다. 본 연구에서는 국내 도시가스 공급업체들 중 하나인 중부도시가스사의 실시간 배관운영 데이터를 분석해 배관의 위험을 예측한다. 배관의 압력, 출력전압, 출력전류, 방식전위, 전위값 데이터와 기타 도시가스 관련요인 데이터를 통합해 상관분석을 진행한다. 그리고 특정 공급권역의 실시간 배관 압력 데이터를 분석해 압력 수치를 예측한다. Random forest regression과 support vector regression(SVR) 알고리즘을 사용해 모델을 구성한 결과 배관 데이터의 시계열 정보를 추가한 데이터 셋과 random forest regression을 사용한 모델에서 가장 우수한 예측 성능을 보인다.

• The Korean Journal of Rheology
• /
• v.10 no.1
• /
• pp.31-37
• /
• 1998

전기장이 인가되고 있는 유로를 유동하는 전기유변유체의 기본성질을 파악하기 위 한 실험 및 해석적 연구를 수행하여 빙햄유체로서의 유효성에 대해 알아보고 전기장과 유로 면 형상 및 진동유동으로 인한 영향에 대해 조사함으로써 ER밸브 및 ER대퍼로의 응용과 관련한 감쇄력 제어에 대해 검토하였다. 첫 번째 실험은 ER밸브의 높이가 2mm인 적극면이 평탄한것과 요철로 된 것을 사용하여 압력손실을 압력변환기로 측정함으로써 전기장 및 유 로형상에 대한 영향을 알아보았다. 압력손실 및 전단응력이 전기자세기와 함수관계를 가짐 을 알수 있었고 전기장세기와 유속의 변화시 손실계수에 의한 ER효과의 상이함이 확인되었 으며 레이놀즈수가 커지면 항복전단응력의 영향은 나타나지 않았다. 두 번째 실험은 실린더 를 정현파로 진동시켜 ER밸브에서 감쇠력제어가 가능한가를 알아보고 빙햄유체모델로 설계 된 ER댐퍼의 모델과 비교하였다. ER배르와 ER댐퍼의 수학적 모델을 시뮬레이션한 결과는 약간 벗어남이 보이기는 하나 실험결과와 일치하요 있다. 이것은 ER유체를 단순히 빙행유 체로 취급할수없으나 거시적으로는 빙햄유체로 취급할수 있음을 시사한다.

• Journal of the Computational Structural Engineering Institute of Korea
• /
• v.29 no.1
• /
• pp.67-75
• /
• 2016

In this paper, a pressure-time history curve of blast load and Conwep model are presented, and a simplified blast load formula is suggested. Generally, a blast load are applied as a pressure-time history curve, and it is calculated by blast load formula such as Conwep model. The Conwep model which is used in most of the blast analysis is quiet difficult to calculate because of its complex process. Therefore, a simplified formula is proposed to calculate blast load by simple rational expressions and to make a simplified pressure-time history curve. In this process, a curve fitting method was used to find the simple rational expressions. The calculation results of the simplified formula have an error of less than 1% in comparison with the Conwep model. And, blast analyses using finite elements method are accomplished with the Conwep model and simplified formula for verification.

• Transactions of the Korean Society of Mechanical Engineers B
• /
• v.36 no.1
• /
• pp.37-45
• /
• 2012

This study investigates the pressure leakage characteristics of a desiccant rotor with a brush-type air seal. Through a pressure leakage experiment, a correlation equation for the leakage air flow rate is obtained as a function of the air seal area and pressure difference. Using this equation, an air leakage model for the desiccant rotor is developed. By comparing simulation results with the experimental results for the desiccant rotor, the accuracy of the air leakage model is demonstrated. A performance test of a desiccant rotor with various air flow rates is carried out. Using the air leakage model, the effective mass flow rate and air leakage rate are found. In addition, the characteristics of the air leakage are analyzed for a desiccant cooling system using the developed air leakage model.

• Journal of Energy Engineering
• /
• v.14 no.1
• /
• pp.11-17
• /
• 2005

The purpose of this research is to develop the model of pressure drop per unit pipe length due to the turbulence modulations in particle-laden flows which can be applied to various fluid conditions. The wake behind a particle, particle size, loading ratio and density difference between two phases of particle-laden flow was considered. The frictional pressure drop was modeled with the force balance in control volume. The numerical results show good agreements with available experimental data and the model success-fully predicted the mechanism of the pressure drop in particle-laden flows.

• Clean Technology
• /
• v.12 no.4
• /
• pp.224-231
• /
• 2006

Collection efficiencies and pressure drops for the removal of small particles from dilute liquid suspensions by granular bed filter were calculated using network model. The network model is composed of a number of nodes connected with cylindrical bond and particles are deposited on the bond surface. The collection efficiency of each cylindrical bond was predicted using unit cell model corresponding to the pore volume of cylindrical pore both at the initial and transient states. Deposited particles on the collector surface may act as additional collector and reduce the pore size of the collector. As a result, the collection efficiency was improved and pressure drop increased with deposition. Even though the stochastic nature of network requires a large number of simulation work, the model proposed in this study can be used in investigating collection efficiency and pressure drop.

• Clean Technology
• /
• v.14 no.1
• /
• pp.47-52
• /
• 2008

Among various mass transfer models to express adsorption rates for any adsorption processes, the linear driving force (LDF) model is used most. The present investigation aims at finding whether this model may be applied to real adsorption process for separation and removal of benzene. Comparison of numerical simulation results calculated by the LDF model with experimental data allowed us to find the mass transfer coefficients that are most appropriate for a specific adsorption process. Various breakthrough curves were obtained from experiments performed at many different temperatures and pressures, which in turn produced suitable mass transfer coefficients. These dependencies of mass transfer coefficient on temperature and pressure were represented by an Arrhenius type- and a power law type empirical equation, respectively.

• The Korean Journal of Rheology
• /
• v.7 no.2
• /
• pp.150-157
• /
• 1995

본 논문의 목적은 협착이 발생괸 원관과 분기관내 혈액과 혈액대용유체의 유동문제 에 수치해석방법을 적용하여 유동특성을 파악하는데 있다. 혈액대용유체로서는 Separan AP-273 500wppm 수용액과 Carpobol 934 1.0w% 수용액을 사용하였다. Carbopol 수용액의 유변학적 성질은 수정멱법칙모델, 그리고 혈액과 Separan 수용액의 유변학적 성질은 Carreau 모델로 나타내었다. 협착관유동에서 Carbopol 수용액의 재부착거리는 혈액이나 Separan 수용액의 경우보다 길고 협착으로 인한 압력강하는 Carbopol 수용액, 혈액, Separan 수용액의 순으로 작게 나타난다. 분기관유동에서 Separan 수용액의 압력손실은 혈 액과 Carbopol 수용액보다 작게 나탄나고 협착이 발생괸 부기관내에서 혈액과 Separan 수 용액의 압력손실은 협착이 없는 분기관의 압력손실보다 크게 증가한다.

• Journal of the Korea Academia-Industrial cooperation Society
• /
• v.13 no.2
• /
• pp.516-521
• /
• 2012

Computational simulation has been conducted to analyze the oil separation performance of gasoline engine oil separators. Two models are compared to select a proper oil separator for the engine. To analyze oil separation characteristics, d50 and separation efficiency have been calculated for each separator. As a result, model A shows excellent d50 and separation efficiency, and model B shows good pressure-drop characteristics. Model B is recommended for the general gasoline engine with low crank-case pressure and low oil consumption. Model A is recommended for the engine with high crank-case pressure and high oil consumption, especially equipped with special exhaust gas treatment system, that is critical to the oil contamination.

• Journal of the Korean Society of Propulsion Engineers
• /
• v.20 no.4
• /
• pp.59-67
• /
• 2016

Numerical simulations have been performed to investigate thrust characteristics of a through-type pintle nozzle with or without flow separation at various operating altitudes. The low Reynolds number $k-{\varepsilon}$ with compressibility correction proposed by Sarkar are applied. The detail flow structures are observed and static pressures along nozzle wall are compared with experimental results. The flow separation in the pintle nozzle disappears and jet plume strongly expands as its operating altitude increases. To evaluate the thrust characteristics, the momentum term and pressure term of thrust are analyzed. Thrust and thrust coefficient at altitude 20 km are about 10% more than them at the ground 0km.