• Title/Summary/Keyword: 내부모델

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Concrete Strength Prediction Neural Network Model Considering External Factors (외부영향요인을 고려한 콘크리트 강도예측 뉴럴 네트워크 모델)

  • Choi, Hyun-Uk;Lee, Seong-Haeng;Moon, Sungwoo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.12
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    • pp.7-13
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    • 2018
  • The strength of concrete is affected significantly not only by the internal influence factors of cement, water, sand, aggregate, and admixture, but also by the external influence factors of concrete placement delay and curing temperature. The objective of this research was to predict the concrete strength considering both the internal and external influence factors when concrete is placed at the construction site. In this study, a concrete strength test was conducted on the 24 combinations of internal and external influence factors, and a neural network model was constructed using the test data. This neural network model can predict the concrete strength considering the external influence factors of the concrete placement delay and curing temperature when concrete is placed at the construction site. Contractors can use the concrete strength prediction neural network model to make concrete more robust to external influence factors during concrete placement at a construction site.

A Study of Network 2-Factor Access Control Model for Prevention the Medical-Data Leakage (의료 정보유출 방지를 위한 네트워크 이중 접근통제 모델 연구)

  • Choi, Kyong-Ho;Kang, Sung-Kwan;Chung, Kyung-Yong;Lee, Jung-Hyun
    • Journal of Digital Convergence
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    • v.10 no.6
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    • pp.341-347
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    • 2012
  • Network Access Control system of medical asset protection solutions that installation and operation on system and network to provide a process that to access internal network after verifying the safety of information communication devices. However, there are still the internal medical-data leakage threats due to spoof of authorized devices and unauthorized using of users are away hours. In this paper, Network 2-Factor Access Control Model proposed for prevention the medical-data leakage by improving the current Network Access Control system. The proposed Network 2-Factor Access Control Model allowed to access the internal network only actual users located in specific place within the organization and used authorized devices. Therefore, the proposed model to provide a safety medical asset environment that protecting medical-data by blocking unauthorized access to the internal network and unnecessary internet access of authorized users and devices.

Improvement of Active Contour Model for Detection of Pulmonary Region in Medical Image (의학 영상에서 폐 영역 검출을 위한 Active Contour 모델 개선)

  • Kwon Y. J.;Won C. H.;Park H. J.;Lee J. H.;Lee S. H.;Cho J. H.
    • Journal of Korea Multimedia Society
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    • v.8 no.3
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    • pp.336-344
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    • 2005
  • In this paper, we extracted the contour of lung parenchyma on EBT images with the improved active contour model. The objects boundary in conventional active contour model can be extracted by controlling internal energy and external energy as energy minimizing form. However, there are a number of problems such as initialization and the poor convergence about concave part. Expecially, contour can not enter the concave region by discouraging characteristic about stretching and bending in internal energy. We controlled internal energy by moving local perpendicular bisector point of each control point in the contour and implemented the object boundary by minimizing energy with external energy The convergence of concave part could be efficiently implemented toward lung parenchyma region by this internal energy and both lung images for initial contour could also be detected by multi-detection method. We were sure this method could be applied detection of lung parenchyma region in medical image.

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Comparison of the Internal Pressure Behavior of Liquid Hydrogen Fuel Tanks Depending on the Liquid Hydrogen Filling Ratio (액체수소 충전 비율에 따른 액체수소 연료탱크의 내부 압력 거동 비교)

  • Dongkuk Choi;Sooyong Lee
    • Journal of Aerospace System Engineering
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    • v.18 no.3
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    • pp.8-16
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    • 2024
  • Because hydrogen has very low density, a different storage method is required to store the same amount of energy as fossil fuel. One way to increase the density of hydrogen is through liquefaction. However, since the liquefied temperature of hydrogen is extremely low at -252 ℃, it is easily vaporized by external heat input. When liquid hydrogen is vaporized, a self-pressurizing phenomenon occurs in which the pressure inside the hydrogen tank increases, so when designing the tank, this rising pressure must be carefully predicted. Therefore, in this paper, the internal pressure of a cryogenic liquid fuel tank was predicted according to the liquid hydrogen filling ratio. A one-dimensional thermodynamic model was applied to predict the pressure rise inside the tank. The thermodynamic model considered heat transfer, vaporization of liquid hydrogen, and fuel discharging. Finally, it was confirmed that there was a significant difference in pressure behavior and maximum rise pressure depending on the filling ratio of liquid hydrogen in the fuel tank.

Distributed Computing Models for Wireless Sensor Networks (무선 센서 네트워크에서의 분산 컴퓨팅 모델)

  • Park, Chongmyung;Lee, Chungsan;Jo, Youngtae;Jung, Inbum
    • Journal of KIISE
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    • v.41 no.11
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    • pp.958-966
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    • 2014
  • Wireless sensor networks offer a distributed processing environment. Many sensor nodes are deployed in fields that have limited resources such as computing power, network bandwidth, and electric power. The sensor nodes construct their own networks automatically, and the collected data are sent to the sink node. In these traditional wireless sensor networks, network congestion due to packet flooding through the networks shortens the network life time. Clustering or in-network technologies help reduce packet flooding in the networks. Many studies have been focused on saving energy in the sensor nodes because the limited available power leads to an important problem of extending the operation of sensor networks as long as possible. However, we focus on the execution time because clustering and local distributed processing already contribute to saving energy by local decision-making. In this paper, we present a cooperative processing model based on the processing timeline. Our processing model includes validation of the processing, prediction of the total execution time, and determination of the optimal number of processing nodes for distributed processing in wireless sensor networks. The experiments demonstrate the accuracy of the proposed model, and a case study shows that our model can be used for the distributed application.

3X3 봉다발에서의 국소 열전달에 관한 실험적 연구

  • 정장환;정문기;유성연
    • Proceedings of the Korean Nuclear Society Conference
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    • 1996.05b
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    • pp.356-361
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    • 1996
  • 물질전달과 열전달의 유사성을 이용하는 나프탈렌 승화법을 핵연료집합체 모델에 적용하여 봉다발에서의 국소 열전달 계수의 분포를 측정하였다. 실험 모델은 가압경수형 원자로에서 나타나는 부수로 즉, 벽면 부수로와 모서리 부수로 및 내부 부수로로 구성되는 3$\times$3 봉다발이다. 봉다발에서의 국소 열전달 계수 값은 부수로의 형상과 인접한 봉 및 벽면의 영향이 크게 작용하는 것으로 측정되었다. 내부 부수로에 둘러져 있는 봉에서의 국소 열전달계수값은 봉과 봉 사이에서는 부수로 중심 방향보다 낮았고, 평균열전달계수는 Dittus-Boelter의 상관식보다 약간 낮은 값을 보였다. 벽면 부수로에 인접한 봉에서의 열전달계수는 벽면의 영향으로 내부 부수로에 있는 봉보다 상대적으로 낮았으며, 모서리 부수로의 봉에서는 벽면의 영향이 증대되어 더욱 낮게 나타났다.

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The Analytic and Experimental Study on the Expectation of the Thermal-Moisture Transfer in the Concrete (콘크리트 내부 온습도 변화 예측에 관한 수치모델 구축 및 실측)

  • Park, Dong-Cheon;Oh, Sang-Gyun;Kim, Jeong-Jin
    • Proceedings of the Korea Concrete Institute Conference
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    • 2009.05a
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    • pp.265-266
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    • 2009
  • To know the thermal-moisture condition of the concrete is very important to expect the concrete durability such as chloride attack, carbonation, alkali-aggregate reaction, freezing damage. The purpose of this study is to establish the temperature-moisture coupled model which is based on the finite element method and measure temperature and relative humidity under the exposured condition.

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Numerical Simulation of Tidal Current Patterns for Estuary Morphological Changes using Simple 2D Model (단순모델을 이용한 하구역 지형변화와 해수유동장 변화 수치모의)

  • Lee, Young-Bok;Yoon, Han-Sam;Ryu, Cheong-Ro
    • Proceedings of the Korea Committee for Ocean Resources and Engineering Conference
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    • 2006.11a
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    • pp.445-448
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    • 2006
  • 본 연구는 기초적인 연구로 낙동강 하구역을 단순 사각형 만의 형상을 가진 지형으로 설정하고 내부 지형의 변화(수심 및 사주 면적)에 따른 해수유동장을 해수유동 수심적분모델로 구축하여 계산하였다. 계산된 유속장 결과를 바탕으로 내부 지형의 대표단면에서의 단면유량플럭스를 계산하여 상호 비교함으로써 하구역내 사주의 생성 및 발달(내부 지형 용적 변화)에 따른 하구역 입구부에서의 해수용적 변화(순환)의 정도를 평가하고자 하였다.

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Research on Noise Analysis Systems for Outdoor Unit of Airconditioner (에어컨 실외기 소음원 해석시스템 구축 연구)

  • Kim, Dong-Jin;Hong, Suk-Yoon;Song, Jee-Hun
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2013.04a
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    • pp.795-795
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    • 2013
  • 본 논문에서는 에어컨 실외기의 내부 소음원에 의한 방사소음의 수준을 예측하기 위한 해석시스템을 구축하였다. 에어컨 실외기를 구성하는 여러 구성품을 내부 모델과 외부 모델로 구분하여 모델링하고, 주요한 소음원에 대한 최소한의 해석을 통하여 에어컨 실외기의 방사소음 수준을 예측하였다. 에어컨 실외기의 주요한 소음원 데이터를 실험을 통하여 계측하고, 이를 소음원 입력값으로 하는 진동해석 및 방사소음해석을 실시하여 구성품별 기여도를 예측 및 내부 구성품에 의한 소음원 데이터를 도출하였다. 해석을 통해 도출된 소음원 데이터를 이용하여 구조-음향 연성해석을 실시하여 방사소음수준을 예측하고, 실험을 통한 계측결과와 비교하였다.

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Numerical Simulation on the Heat and Smoke Flow Phenomena Due to the Fire in a Cyclodrome (경륜장 내부의 화재발생에 따른 열 및 연기 거동에 대한 수치적 연구)

  • 박원희;김태국;손봉세
    • Fire Science and Engineering
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    • v.17 no.3
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    • pp.13-19
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    • 2003
  • In this paper, numerical calculations are conducted to predict the characteristics of the heat transfer and smoke propagation in a cydodrome. The gas flow velocity and temperature around the origin of the fire is obtained by using a plume model and the turbulent flow characteristics are considered by standard $textsc{k}$-$\varepsilon$ turbulent model. In this study, the transient thermal behavior can be used for designing fire detection of large rooms.