• Advances in concrete construction
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• 제14권3호
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• pp.185-194
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• 2022

For producing cement and concrete, the construction field has been encouraged by the usage of industrial soil waste (or) secondary materials since it decreases the utilization of natural resources. Simultaneously, for ensuring the quality, the analyses of the strength along with durability properties of that sort of cement and concrete are required. The prediction of strength along with other properties of High-Performance Concrete (HPC) by optimization and machine learning algorithms are focused by already available research methods. However, an error and accuracy issue are possessed. Therefore, the Enhanced Deep Neural Network (EDNN) based strength along with durability prediction of HPC was utilized by this research method. Initially, the data is gathered in the proposed work. Then, the data's pre-processing is done by the elimination of missing data along with normalization. Next, from the pre-processed data, the features are extracted. Hence, the data input to the EDNN algorithm which predicts the strength along with durability properties of the specific mixing input designs. Using the Switched Multi-Objective Jellyfish Optimization (SMOJO) algorithm, the weight value is initialized in the EDNN. The Gaussian radial function is utilized as the activation function. The proposed EDNN's performance is examined with the already available algorithms in the experimental analysis. Based on the RMSE, MAE, MAPE, and R² metrics, the performance of the proposed EDNN is compared to the existing DNN, CNN, ANN, and SVM methods. Further, according to the metrices, the proposed EDNN performs better. Moreover, the effectiveness of proposed EDNN is examined based on the accuracy, precision, recall, and F-Measure metrics. With the already-existing algorithms i.e., JO, GWO, PSO, and GA, the fitness for the proposed SMOJO algorithm is also examined. The proposed SMOJO algorithm achieves a higher fitness value than the already available algorithm.

• Wind and Structures
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• 제37권4호
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• pp.289-302
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• 2023

Insulating glass units (IGUs) have been widely used in buildings in recent years due to their superior thermal insulation performance. However, because of the panel reciprocating motion and fatigue deterioration of sealants under long-term wind loads, many IGUs have the problem of early failure of watertight properties in real usage. This study aimed to propose a statistical method for wind-induced deflection of IGU panels during the whole life service period, for further precise analysis of the accumulated fatigue damage at the sealed part of the edge bond. By the estimation of the wind occurrence regularity based on wind pressure return period, the events of each wind speed interval during the whole life were obtained for the IGUs at 50m height in Beijing, which are in good agreement with the measured data. Also, the wind-induced deflection analysis method of IGUs based on the formula of airspace coefficient was proposed and verified as an improvement of the original stiffness distribution method with the average relative error compared to the test being about 3% or less. Combining the two methods above, the deformation of the outer and inner panes under wind loads during 30 years was precisely calculated, and the deflection and stress state at selected locations were obtained finally. The results show that the compression displacement at the secondary sealant under the maximum wind pressure is close to 0.3mm (strain 2.5%), and the IGUs are in tens of thousands of times the low amplitude tensile-compression cycle and several times to dozens of times the relatively high amplitude tensile-compression cycle environment. The approach proposed in this paper provides a basis for subsequent studies on the durability of IGUs and the wind-resistant behaviors of curtain wall structures.

• 보건의료생명과학 논문지
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• 제11권1호
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• pp.105-114
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• 2023

본 연구는 보건의료빅데이터를 활용한 보건의료이용율에 대한 2차연구이다. 2023년 4월에 배포하고 있는 한국복지패널의 17차 웨이브 데이터를 활용하여 성별 및 소득에 따른 질병분포 및 의료서비스 행태의 분석을 목적으로 작성되었다. 기본적으로 R언어를 활용하여 생성한 raw data 7,865명분의 자료를 수집하였으며, 이중 각 가정별 거주자 중에 제1거주인의 소득(연봉) 자료인 h17cin(income) 변수와 건강상태정보인 h1702_2(health) 변수에서 결측치(NA, -2,012명)를 제외한 5,853명분을 분석하였다. 분석내용은 건강상태에 따른 평균수익, 건강상태와 만성질환과의 관계, 성별에 따른 만성질환과의 관계, 성별/연령대별 의료기관 외래방문 비율, 성별에 따른 의료기관 이용형태, 연령대별로 이용하는 의료기관 형태, 성별/연령대별 연간 건강검진 이용비율 등을 살펴보았다. 이를 통해, 의료이용율은 여성에 비해 남성이 높았고, 병의원의 이용율이 높았으며, 연령대별로는 여성이면서 노인층의 의료이용율이 높게 나타났다.

• 한국방사선학회논문지
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• 제7권1호
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• pp.45-50
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• 2013

전산화단층촬영장치(Computed Tomography:CT)등장은 인체의 검사 시에 비 침습적인 검사로서 환자의 병변을 발견하는데 사용된다. 전산화단층촬영장치가 주는 정보는 3차원 영상구현에 중요한 역할을 하고 있다. 과학이 발전함에 따라 최근에는 전산화단층촬영장치를 사용하여 물리학적인 또한 생물학적 연구에 적용할 수 있는 장비가 필요하게 되었다. 따라서 좀 더 세밀하고 구체적인 정보를 제공해주는 마이크로 시티(Micro-CT)가 등장하였다. 마이크로 시티가 주는 영상정보는 더욱 더 세밀하고 구체적인 영상 정보이며 따라서 생명공학과 고분자 재료공학 발전에 크게 기여하고 있다. 그러나 아직까지 마이크로 시티의 사용자에 관한 피폭선량의 한도에 관한 공간선량 측정 정보가 정확하게 보고된바 없다. 또한 마이크로 시티를 사용함으로써 원치 않게 발생 할 수 있는 산란선에 관하여 공간 피폭 선량이 보고되지 않았다. 마이크로 시티는 장비의 외관은 피폭 산란선 제거용 납으로 구성되어 있다. 따라서 산란선에 의한 피폭을 충분히 예방할 수 있지만 시간이 흐르고 장비가 노후되어짐에 따라 꾸준한 장비의 관리가 필요 할 것이다. 우리는 우연치 않게 발생 될 수 있는 마이크로 시티를 직접적으로 사용하고 있는 운영자의 산란선 피폭에 관해 공간선량을 측정하였다. 결론적으로 마이크로 시티의 사용자로 하여금 원치 않게 발생되는 산란선에 관하여 피폭 관리가 필요하다고 알리고 싶다.

• 청정기술
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• 제25권4호
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• pp.289-295
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• 2019

비닐, 플라스틱의 사용이 전 세계에서 지속적으로 증가하고 있으나, 세계 각국의 폐비닐 또는 폐플라스틱의 처리를 위한 수입이 금지됨에 따라 자국 내의 친환경적 처리 또는 이용이 요구되고 있다. 폐비닐, 폐플라스틱의 친환경적인 처리에 대한 수요가 점차 증가하고 있으나, 폐비닐에 묻어 있는 이물질로 인하여 환경친화적인 재활용 방법이 제한되고 있다. 또한 기존의 매립, 소각 방법은 2차 오염의 발생과 처리 비용의 증가를 야기시키고 있다. 따라서 폐비닐에 포함되어 있는 타재질 및 이물질의 선별 제거는 폐비닐의 고부가가치 재활용을 가능케 할 수 있다. 특히 파쇄/선별이 단일 기기에서 동시에 이루어지는 신공정은 자원 재활용을 극대화시킨다. 본 연구는 파쇄/선별 융합 공정을 통해 이루어지는 폐비닐의 분리, 열적 재활용, 물질 재활용의 기술경제성을 평가하였다. 특히 국내 환경 정책에 따른 다양한 지원금들의 변화가 미치는 영향을 고찰하였다. 재활용 인센티브의 가격과 소각에 참여하는 폐비닐의 수율에 따라서 순현재가치와 내부수익률이 크게 변동되었다.

• 공학교육연구
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• 제9권4호
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• pp.28-45
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• 2006

지식기반 사회로 변화에 따라 교육에 사이버 공간을 도입하는 것은 피할 수 없는 현실이 되었다. 따라서, 이러한 환경을 제공하기 위해 많은 e러닝(e-learning) 시스템이 개발되고 있다. 그러나 현재 개발된 많은 LCMS(Learning Contents Management System)는 세계 e러닝 표준인 SCORM(Sharable Contents Object Reference Model)과 한국교육학술정보원의 전국교육정보공유체계인 KEM을 기반으로 하고 있지 않아, 각기 다른 환경에서 개발된 학습콘텐츠를 공유하기 어렵다. 또한 국립중앙과학관은 비정규교육기관으로 초,중,고에서 개별적으로 해결하기 어려운 과학분야의 교육 전시물을 실제로 혹은 사이버공간에서 제공하고 있다. 이를 통합하여 관리하며 학교 교육에도 활용될 수 있도록 선생님, 학습자, 운영자, 교수자 모듈로 분리하여 기능을 제공하면서 서로 연동되는 시스템이 필요하게 되었다. 이에 이 논문에서는 한국교육학술정보원의 전국교육정보공유체계인 KEM(Korea Educational Metadata)과 세계표준인 SCORM 기반의 선진화 된 LMS(Learnig Management System) 및 LCMS 시스템인 국립중앙과학관 사이버과학교실 웹포털 사이트를 설계 및 구현하였다.

• 전기화학회지
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• 제20권2호
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• pp.34-40
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• 2017

높은 출력의 장점을 가지는 전기이중층 커패시터 (EDLC: electric double layer capacitors)는 이차 전지와 더불어 차세대 에너지 저장장치로서 각광받고 있으나 낮은 에너지 밀도로 인해 그 사용처가 제한적이다. 본 연구에서는 EDLC의 에너지 밀도 향상 방법 중의 하나인 고전압화 구현 시 적합한 전해액을 연구하기 위해 AN (acetonitrile)용매에 $SBP-BF_4$ (spirobipyrrolidinium tetrafluoroborate), $TEA-BF_4$ (tetraethylammonium tetraflouroborate), $EMI-BF_4$ (1-ethyl-3-methylimidazolium tetrafluoroborate)의 세가지 염을 각각 선정하여 다양한 전해액의 조성에 따른 전기화학 특성을 비교 평가하였다. LSV (linear sweep voltammetry)측정에서 1.5M SBP-BF4/AN 전해액은 넓은 전위영역에서 안정함을 보였고, 고전압의 환경 (3.0 V 이상)에서 다른 조합의 전해액들과 비교하여 가장 우수한 전기화학적 성능을 보였다. 또한, 장기적으로 안정적인 성능을 유지하기 위해 리튬이온전지시스템에서 기능성 첨가제 효과가 입증된 TMSP (tris(trimethylsilyl)phosphite) 첨가제를 적용 했을 때 고전압의 환경 (3.3 V)에서 10,000 cycle 후 93%의 높은 용량 유지율을 얻을 수 있었다.

• 한국토양비료학회지
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• 제47권6호
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• pp.457-463
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• 2014

This study was carried out to find out major factors to mitigate carbon emission using Life Cycle Assessment (LCA). System boundary of LCA was confined from sowing to packaging during vegetable production. Input amount of agri-materials was calculated on 2007 Income reference of white radish, chinese cabbage and chive produced at open field and film house published by Rural Development Administration. Domestic data and Ecoinvent data were used for emission factors of each agri-material based on the 1996 IPCC guideline. Carbon footprint of white radish was 0.19 kg $CO_2kg^{-1}$ at open fields, 0.133 kg $CO_2kg^{-1}$ at film house, that of chinese cabbage was 0.22 kg $CO_2kg^{-1}$ at open fields, 0.19 kg $CO_2kg^{-1}$ at film house, and that of chive was 0.66 kg $CO_2kg^{-1}$ at open fields and 1.04 kg $CO_2kg^{-1}$ at film house. The high carbon footprint of chive was related to lower vegetable production and higher fuel usage as compared to white radish and Chinese cabbage. The mean proportion of carbon emission was 35.7% during the manufacturing byproduct fertilizer; white radish at open fields was 50.6%, white radish at film house 13.1%, Chinese cabbage at outdoor 38.4%, Chinese cabbage at film house 34.0%, chive at outdoor 50.6%, and chive at film house 36.0%. Carbon emission, on average, for the step of manufacturing and combustion accounted for 16.1% of the total emission; white radish at open fields was 4.3%, white radish at film house 15.6%, Chinese cabbage at open fields 6.9%, Chinese cabbage at film house 19.0%, chive at open fields 12.5%, and chive at film house 29.1%. On the while, mean proportion of carbon footprint for the step of $N_2O$ emission was 29.2%; white radish at open fields was 39.2%, white radish at film house 41.9%, Chinese cabbage at open fields 34.4%, Chinese cabbage at film house 23.1%, chive at open fields 28.8%, and chive at film house 17.1%. Fertilizer was the primary factor and fuel was the secondary factor for carbon emission among the vegetables of this study. It was suggested to use Heug-To-Ram web-service system, http://soil.rda.go.kr, for the scientific fertilization based on soil testing, and for increase of energy efficiency to produce low carbon vegetable.

• 동의생리병리학회지
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• 제16권4호
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• pp.630-636
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• 2002

After The Yellow Emperor's Canon of Internal Medicine, The text researches of pathologic change to the liver disease concluded the next, 1, The category of liver-disease(肝病) include the Symptoms of abnormality due to vital energy and blood motion, emotion and intention, muscular and reproductive function, and legions around descending liver channel. 2. In the theory that Liver-Yang energy(肝陽氣) is always overproducing, Liver-Yin blood(肝陰血) is always lacking, pathologic characteristics for liver disease is functional change of malfunction of the use of body(體用失調), So nourishing the liver and kidney is used for the principal aspects of a disease. regulating and calm the liver is used for the secondary aspects of a disease as the treatment plan, 3. If malfunctioning of the functions of dispersion and discharge(疏泄), Iiver-energy(肝氣) is becoming degected, So overproduct and overflow of ascent and exhalation of liver-yang(肝陽) is becoming blood are ascending following energy. complete usage of Yin-blood(陰血) is responsible for some kinds of mass formed by blood stasis in the early stage of pathogenesis of liver disease syndrome of the energy system as the progession of disease extravasated blood is forming. the pathologic characteristics is appeared loss of control of the vital energy and blood(體用失調) at the liver disease. 4. Sthenia-syndrome of liver(肝實證) and liver-heat syndrome(肝熱證) is appered that overproducing and overflow of dispersion(疏泄太過) and discharge is responsible for overfunctioning of liver disease or some kinds of heat syndrome such as liver fire(肝火), Sthenia of liver-yang(肝陽上亢), the syndromes of sthenic liver heat(肝實熱) are appered. deficiency of the liver(肝虛證) and cold syndrome of liver(肝寒證) is classified pathologic characteristics of cold and heat, deficiency and excess that regression of sensory, motor, mental due to lack of dispersion and discharge(疏泄不及), or intruding of the cold miasma, are degected. 5. The liver is close relation of physiologic function and internal organ such as spleen, stomach, lung, heart, kidney, gall bladder by the meridian channels, because of property of wind Zang, rapid progession is classified by phthologic charateristics.

• Journal of Forest and Environmental Science
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• 제36권3호
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• pp.207-218
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• 2020

Ashwagandha is an important ancient medicinal crops, being affected with many diseases, among which leaf blight caused by Alternaria alternata has become the constraint resulting in huge yield losses. Continuous usage of chemical methods leads to environment, soil and water pollution. Whereas biological control of diseases is long lasting, inexpensive, eco-friendly and harmless to target organisms. In this context, it is aimed to evaluate five Trichoderma strains viz. Trichoderma virens IMI-392430, T. pseudokoningii IMI-392431, T. harzianum IMI-392432, T. harzianum IMI-392433 and T. harzianum IMI-392434 as bio-control efficacy against A. alternata and growth promoting effect in Ashwagandha. All the Trichoderma strains had varied antagonistic effects against the pathogen. In dual culture technique, the strain T. harzianum IMI-392433 showed maximum percentage inhibition of mycelial growth (54.89%) followed by T. harzianum IMI-392432 (53.83%), T. harzianum IMI-392434 (48.94%) and T. virens IMI-392430, (43.62%) against the pathogen, while the least inhibition percentage was observed with the T. pseudokoningii IMI-392431 (36.60%). The culture filtrate of the Trichoderma strain, T. harzianum IMI-392433 recorded highest inhibition on the mycelial growth (39.05%) and spore germination (80.77%) of pathogen and the lowest was recorded in T. pseudokoningii IMI-392431 (20.45 and 50%). Moreover, seeds treated with spore suspension of the strain T. harzianum IMI-392433 reduced the percentages of disease severity index significantly. The strain T. harzianum IMI-392433 also significantly increased seed germination %, seedling vigor and growth of Ashwagandha. The correlation matrix showed that root yield per plant of Ashwagandha had significant and positive correlation with plant height (r=0.726^⁎⁎), number of leaf (r=0.514^⁎⁎), number of primary branch (r=0.820^⁎⁎), number of secondary branch (r=0.829^⁎⁎), fresh plant weight (r=0.887^⁎⁎), plant dry weight (r=0.613^⁎⁎), root length (r=0.824^⁎⁎), root diameter (r=0.786^⁎⁎), root dry weight (r=0.739^⁎⁎) and fresh root weight (r=0.731^⁎⁎). The significant and negative correlation (r=-0.336^⁎⁎) was observed with the root yield and percentages of disease severity index. The study recognized that the T. harzianum IMI-392433 strain performed well in inhibiting the mycelial growth and reduced the percentages of disease severity index of pathogen as well as increased the plant growth in Ashwagandha.