• 제목/요약/키워드: 윤석환

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LVQ와 ADALINE을 이용한 학습 알고리듬 (Learning Algorithm using a LVQ and ADALINE)

  • 윤석환;민준영;신용백
    • 산업경영시스템학회지
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    • 제19권39호
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    • pp.47-61
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    • 1996
  • We propose a parallel neural network model in which patterns are clustered and patterns in a cluster are studied in a parallel neural network. The learning algorithm used in this paper is based on LVQ algorithm of Kohonen(1990) for clustering and ADALINE(Adaptive Linear Neuron) network of Widrow and Hoff(1990) for parallel learning. The proposed algorithm consists of two parts. First, N patterns to be learned are categorized into C clusters by LVQ clustering algorithm. Second, C patterns that was selected from each cluster of C are learned as input pattern of ADALINE(Adaptive Linear Neuron). Data used in this paper consists of 250 patterns of ASCII characters normalized into $8\times16$ and 1124. The proposed algorithm consists of two parts. First, N patterns to be learned are categorized into C clusters by LVQ clustering algorithm. Second, C patterns that was selected from each cluster of C are learned as input pattern of ADALINE(Adaptive Linear Neuron). Data used in this paper consists 250 patterns of ASCII characters normalized into $8\times16$ and 1124 samples acquired from signals generated from 9 car models that passed Inductive Loop Detector(ILD) at 10 points. In ASCII character experiment, 191(179) out of 250 patterns are recognized with 3%(5%) noise and with 1124 car model data. 807 car models were recognized showing 71.8% recognition ratio. This result is 10.2% improvement over backpropagation algorithm.

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워크플로우 응용을 위한 이동 에이전트 시스템에의 역할-행위 기반 접근통제 적용 (Role-Behavior Based Access Control on Mobile Agent System for Workflow Management System)

  • 신욱;이동익;윤석환
    • 정보보호학회논문지
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    • 제10권3호
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    • pp.11-28
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    • 2000
  • In these days it is rapidly increasing that multi-user, multi-layered commercial software developments for companies or public institutions. Security services are necessary for most of systems and the access control service is the essential of security services. Current access control methods that are used as access control policies are classified as Discretionary Access Control Mandatory Access Control and Role Based Access Control. However there are some inefficiencies when those methods are applied to current multi-user, multi-layered systems. Therefore it is required that a new access control method that takes complex system resources into account from the side of policy. In this paper extending previous Role Based of 'Behavior' and a basic model of the method. And we simply implement the method on the mobile agent based workflow management system that is a representative example of multi-user. multi-layered softwares and shows implementation results to tap possibilities of real-world application.

인공수초재배섬에서 수생식물 지상부 절취주기별 수중영양염류 제거효율 (Effect of Cut-off Intervals on Nutrients Removal Efficiency in Hydrophytes at the Artificial Vegetation Island)

  • 박혜경;변명섭;최명재;윤석환;전남희
    • 한국물환경학회지
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    • 제25권2호
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    • pp.221-226
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    • 2009
  • We investigated the most effective cutting interval for underwater nutrient removal through cut off the emergent part of hydrophytes at artificial vegetation island (AVR) which was installed for the purpose of water quality improvement in Lake Paldang. We divided the planting area of Phragmites japonica into three parts according to the cutting intervals. The shoot height and relative growth rate of P. japonica, nutrient contents and biomass of cut off P. japonica were measured at each cutting interval. The amount of nutrients which were removed through cut off at each cutting interval was calculated. P. japonica showed full growth, 80% and 60% of full growth before first cut off at three-months, two-months and one-month cutting interval condition respectively. Three-month cutting interval condition showed the largest biomass of cut off P. japonica and one-month cutting interval condition showed the least. However the cut off P. japonica showed the highest content of nutrients at one-month cutting interval condition and the least at three-month cutting interval condition. The amount of phosphorus and nitrogen removal at two-month cutting off condition is the largest among three cutting interval conditions indicating that cut off the emergent part of P. japonica every two months is the most effective to remove the nutrients from water at AVR in eutrophic lakes.

액체로켓엔진 터보펌프 알루미늄합금 주조케이싱 파열시험 (Burst Test of Cast Al-Alloy Casing for Liquid Rocket Engine Turbopump)

  • 윤석환;전성민;김진한
    • 한국추진공학회지
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    • 제16권5호
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    • pp.81-88
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    • 2012
  • 액체로켓엔진의 핵심부품인 터보펌프의 경량화를 위하여 케이싱에 알루미늄 합금 소재를 도입하였고 생산성 향상 및 생산 단가의 절감을 위하여 주조 공법을 도입하였다. 부품의 신뢰도가 생명인 액체로 켓엔진에 주조를 사용하기 위하여 올바른 주조 규격 수립 및 주조 공법의 최적화, 그리고 주조된 제품의 다방면에 걸친 철저한 검증을 실시하는 것이 필수적이다. 이번 연구에서는 알루미늄 합금인 A356.0-T6 합금을 이용하여 연료펌프 입구케이싱을 주조하였으며 주조 품질의 기본적인 구조 검증을 위하여 파열시험을 수행하였다. 주조된 형상에 맞추어 구조해석을 실시하여 파열 시점을 예측하였으며 파열시험 시 제품에 부착된 스트레인게이지를 이용하여 해석을 통한 변형률 예측과 비교하였다.

도시 가로수의 증산 작용으로 인한 불쾌지수 변화 분석 (Analyzing Change of Discomfort Index for Transpiration of Street Tree)

  • 윤석환;이동근;박채연
    • 한국환경복원기술학회지
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    • 제23권5호
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    • pp.29-43
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    • 2020
  • Thermal environment of city is getting worse due to severe urban heat island caused by climate change and urbanization. The cooling effect of street tree is regarded as a effective way to ameliorate the urban heat environment. The effect is largely made up of shadow formation and transpiration. This study aims to identify how the transpiration affects the discomfort index by analyzing comprehensive impact of the transpiration on the air temperature and relative humidity. The changes in the amount of transpiration, air temperature, and relative humidity were estimated for Seogyo-dong area which has a lot of floating population in Seoul, at 2 p.m. in dry day in July and August. On average, the transpiration of the street tree decreased the temperature 0.3℃ and increased the relative humidity 2.6% in an hour. As a result of these changes in temperature and humidity, the discomfort index rose mostly(0.036 on average). It was always get rise especially on the day when the discomfort index was above 80(0.05 on average). However, compared with the significant change in temperature and humidity, the variation of the discomfort index itself was very slight(up to 0.107). Therefore, the effect of transpiration by the street trees might not be effective in the planning to improve the thermal environment(especially on the day when the discomfort index is high). It is necessary to select the species of trees and planting location considering the cooling effect of shade formation synthetically.

범어사 보제루의 복원을 위한 건축형식 연구 (A Study on the Architectural Form for the Restoration of Boje-roo in Beomeo-sa)

  • 서치상;윤석환
    • 건축역사연구
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    • 제18권6호
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    • pp.127-144
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    • 2009
  • This thesis aims to analyze the architectural form for the restoration of noogak(樓閣), Boje-roo(普濟樓) which was constructed at the central court of Beomeo-sa(梵魚寺). The results are as follow; 1. Boje-roo was established in 1700. By the constructional records and poetic essays of the times, the architectural of the establishment building was consisted fo two stories structure. The passage system for the approach to the court was the nuha-jinip(樓下進入), that is to say, one might walk between the columns of lower story of the building. And one could ascent the upper stairs and approach to the upper level, inner court. 2. By the remodelling in 1812, the building was varied to one story structure. Therefore the passage system for the approach to the inner court transformed from the nuha-jinip to the ugak-jinip(隅角進入), that is to say, one might ascent the atairs of the podium and could approach the inner court through the both sides of the building. 3. Under the Japanese imperialistic rule, the structure of it's roof and walls of Boje-roo were altered to the Japanese style. In 1965, the wooden columns were shifted to the concreted column, and the wooden wall-panels were shifted to the brick wall attached stone slates. 4. Conclusively speaking, for the restoration of Boje-roo, the establishment form in 1700 is the more proper than the remodelling form in 1812.

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75톤급 액체로켓 엔진용 연료펌프/터빈 회전체 동역학 설계 (Rotordynamic design of a fuel pump and turbine for a 75 ton liquid rocket engine)

  • 전성민;곽현덕;윤석환;김진한
    • 항공우주기술
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    • 제6권1호
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    • pp.201-208
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    • 2007
  • 75톤급 액체 로켓 엔진용 터보펌프의 연료펌프 및 터빈에 대한 회전체 동역학 설계가 이루어졌다. 후방 베어링으로부터 터빈까지의 거리를 베어링 하중 설계에 대한 설계 변수로 고려하였고, 터빈의 질량 및 전방 베어링과 후방 베어링의 강성을 변화시키면서 회전속도에 따른 비동기 고유진동수 해석을 수행하여 연료펌프/터빈의 임계속도를 고찰하였다. 터빈의 큰 관성으로 인하여 전방 베어링의 강성이 임계속도에 미치는 영향은 무시할만 한 것으로 나타났다. 후방 베어링의 강성이 $2{\times}10^{8}N/m$ 이상일 경우, 장축의 후방 베어링 간 축길이 및 20 kg이하의 터빈 질량에서 연료펌프/터빈 회전체의 임계속도는 설계속도 11,000 rpm 대비 70% 이상에 있음이 확인되었다.

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PET/CT에서 Phantom을 이용한 Fluorine-18, Gallium-68 방사성 핵종의 PET 영상 평가 (Evaluation of PET Image for Fluorine-18 and Gallium-68 using Phantom in PET/CT)

  • 윤석환
    • 대한방사선기술학회지:방사선기술과학
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    • 제41권4호
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    • pp.321-327
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    • 2018
  • The purpose of this study is to compare PET imaging performance with Fluorine-18 ($^{18}F$) and Gallium-68 ($^{68}Ga$) for influence of physical properties of PET tracer. Measurement were performed on a Siemens Biograph mCT64 PET/CT scanner using NEMA IEC body phantom and Flangeless Esser PET phantom containing filled with $^{18}F$ and $^{68}Ga$. Emission scan duration(ESD) was set to 1, 2, 3, 4 and 5min/bed for $^{68}Ga$ and 1min/bed for $^{18}F$. The PET image were evaluated in terms of contrast, spatial resolution. Under same condition, The percentage of contrast recovery measured in the phantom ranged from 16.88% to 72.56% for $^{68}Ga$ and from 27.51% to 74.43% for $^{18}F$ and The FWHM value to evaluate spatial resolution was 10.96 mm for $^{68}Ga$ and 9.19 mm for $^{18}F$. For this study, $^{18}F$ produces better image contrast and spatial resolution than $^{68}Ga$ due to higher positron yield and lower positron energy ($^{18}F$: 96.86%, 633.5 keV, $^{68}Ga$: 88.9%, 1899 keV), The physical properties of PET tracer effect on the PET image. $^{68}Ga$ image applying ESD of 3, 4, 5min/bed were showed similar to $^{18}F$ image with ESD of 1min/bed. This study suggests that increasing ESD for acquiring $^{68}Ga$ PET image seem to be similar to $^{18}F$ image.

팔당호 인공 수초재배섬에서 수생식물의 생장 및 영양염류 제거 효율 (The Growth and Nutrient Removal Efficiency of Hydrophytes at an Artificial Vegetation Island, Lake Paldang)

  • 최명재;변명섭;박혜경;전남희;윤석환;공동수
    • 한국물환경학회지
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    • 제23권3호
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    • pp.348-355
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    • 2007
  • We investigated temporal changes of composition, habitat area, growth rate and elements content of hydrophytes at the artificial vegetation island (AVI) in Kyungan Stream within Lake Paldang. We also assessed nutrient removal rate through cutting off the emergent part of hydrophytes. The kinds of hydrophytes have increased from four species (P. australis, P. japonica, T. angustifolia and the Z. latifolia) at initial stage of installation to more than 29 species for 6-year operation. P. japonica was most dominant species at the AVI in 2006. The habitat area of have increased about 2.5 times compared to the initial planting area, occupying 63% of AVI's vegetation area. The incoming species of S. fluviatilis and B. frondosa have adapted successively and expanded habitat area in the AVI. The relative growth rate of P. japonica and P. australis was highest in spring sprouting period. Their hights and weights have increased until summer, by the time they were cutting off the emergent part. They started regrowth immediately after cutting and continued to grow until September and withered away in November. The carbon contents of P. japonica and P. australis have increased during growth phase, on the contrary, the nitrogen and phosphorus contents have decreased. By cutting off and removing the emergent part (leaves and branches) of hydrophytes twice from AVI, $17.6gN/m^2/y$ of nitrogen and $1.3gP/m^2/y$ of phosphorus was removed from AVI in 2006.

팔당호에서 인공 수초재배섬 설치에 따른 동물플랑크톤 군집 변화 (Changes of Zooplankton Community in an Artificial Vegetation Island of Lake Paldang)

  • 유경아;박혜경;변명섭;전남희;최명재;윤석환;공동수
    • 한국물환경학회지
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    • 제23권3호
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    • pp.339-347
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    • 2007
  • Zooplankton community dynamics were studied after establishment of an artificial vegetation island (AVI) in Lake Paldang, from April 2005 to November 2006. There were distinct seasonal and inter-annual changes of total zooplankton abundance at the survey site. Total zooplankton abundance rapidly increased in spring and fall, while it remained low throughout winter. During summer, the dynamics of zooplankton community seemed to be largely affected by hydrological parameters such as, precipitation and inflow. Total zooplankton abundance and biomass below AVI was much higher than that of pelagic zone (L1) in Lake Paldang. Copepoda and cladocera represented the main bulk of the zooplankton community from summer to fall at the both sites. Copepods were more dominant at AVI area, while cladocera were more dominant at pelagic zone (L1). Water quality, prey and habitat condition, species competition between zooplankton seemed to play important roles in dominance of the copepoda and cladocera in zooplankton community at AVI area. Our results conclude that artificial vegetation island provide the stable habitat and besides phytoplankton, diverse food to zooplankton, and consequently influence the diversity and richness of zooplankton community.