• 상하수도학회지
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• 제27권1호
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• pp.1-10
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• 2013

Major issues in water supply service have changed from expansion of service area to improvement of service quality, i.e., water quality and safety, and early response to emergency situation. This change in the service concept triggers the perceptions of limitation with the current centralized water supply system and of necessities of decentralized (distributed) water supply system (DWSS), which can make up the limitations. DWSS can reduce the possibility of water supply outage by establishing multiple barriers such as emergency water supply system, and secure better water quality by locating treatment facilities neighboring consumers. On the other hand, fluctuation of water demand will be increased due to the reduced supply area, which makes difficult to promptly respond the fluctuating demand. In order to supplement this, hybrid water supply system was proposed, which combined DWSS with conventional water supply system using distributing reservoir to secure the stability of water supply. The Optimal connection point of DWSS to existing water supply network in urban area was determined by simulating a supply network using EPANET. Optimal location of decentralized water treatment plant (or connection point) is a nodal point where changes in pressure at other nodal points can be minimized. At the same time, the optimal point should be selected to minimize hydraulic retention time in supply network (water age) to secure proper water quality. In order to locate the point where these two criteria are satisfied optimally, Distance measure method, one of multi-criteria decision making was employed to integrate the two results having different dimensions. This methodology can be used as an efficient decision-support criterion for the location of treatment plant in decentralized water supply system.

• 한국구조물진단유지관리공학회 논문집
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• 제9권3호
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• pp.87-92
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• 2005

콘크리트의 투수성은 콘크리트의 내구성에 크게 영향을 미치므로, 투수성의 합리적인 측정과 그 개선이 요구된다. 따라서 콘크리트의 투수성은 콘크리트 구조물이 건전한 상태를 유지하고 있는 초기 상태에서 평가하는 것 보다 실제 하중을 받고 있는 공용중인 상태에서 평가하는 것이 보다 합리적이라 할 수 있다. 본 연구에서는 콘크리트의 투수성능을 개선하기 위하여 섬유의 종류 및 혼입율, 수지 종류를 달리하여 콘크리트 시험체를 제작하였으며, 투수성의 합리적인 평가를 위해서 하중을 받아 균열발생 등 성능이 저하된 콘크리트 구조물의 실제 상태를 모사하기 위하여 시험체에 선행하중을 시험체 압축강도의 50%, 70% 작용시킨 후에 투수시험을 수행하여 그 결과를 비교분석 하였다. 시험결과 투수계수는 선행하중을 가하지 않은 경우보다 선행하중 50%일 때 대략 1.4배, 70%일 때 17.8배 증가되었고, 하이브리드 강섬유보강이 콘크리트의 투수성능 개선에 가장 효과적임을 알 수 있었다.

• 한국군사과학기술학회지
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• 제23권3호
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• pp.302-309
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• 2020

Early-detection and monitoring of toxic chemical gas cloud with chemical detector is essential for reducing the number of casualties. Conventional method for chemical detection and reconnaissance has the limitation in approaching to chemically contaminated site and prompt understanding for the situation. Stand-off detector can detect and identify the chemical gas at a long distance but it cannot know exact distance and position. Chemical detection UAV is an emerging platform for its high mobility and operation safety. In this study, we have conducted chemical gas cloud detection with the stand-off chemical detector and the chemical detection UAV. DMMP vapor was generated in the area where the cloud can be detected through the field of view(FOV) of stand-off chemical detector. Monitoring the vapor cloud with standoff detector, the chemical detection UAV moved back and forth at the area DMMP vapor being generated to detect the chemical contamination. The hybrid detection system with standoff cloud detection and point detection by chemical sensors with UAV seems to be very efficient as a new concept of chemical detection.

• 한국추진공학회:학술대회논문집
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• 한국추진공학회 2004년도 제22회 춘계학술대회논문집
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• pp.294-299
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• 2004

An assessment of a novel laser-electric hybrid propulsion system was conducted, in which a laser-induced plasma was induced through laser beam irradiation onto a solid target and accelerated by electrical means instead of direct acceleration only by using a laser beam. A fundamental study of newly developed rectangular laser-assisted pulsed-plasma thruster (PPT) was conducted. On discharge characteristics and thrust performances with increased peak current compared to our previous study to increase effects of electromagnetic forces on plasma acceleration. Maximum peak current increased for our early study by increasing electromagnetic effects in a laser assisted PPT. At 8.65 J discharge energy, the maximum current reached about 8000 A. Plasma behaviors emitted from a thruster in various cases were observed with an ICCD camera. It was shown that the plasma behaviors were almost identical between low and high voltage cases in initial several hundred nanoseconds, however, plasma emission with longer duration was observed in higher voltage cases. Canted current sheet structures were also observed in the higher voltage cases using a larger capacitor. With a newly developed torsion-balance type thrust stand, thrust performances of laser assisted PPT could be estimated. The impulse bit and specific impulse linearly increased. On the other hand, coupling coefficient and the thrust efficiency did not increase linearly. The coupling coefficient decreased with energy showing maximum value (20.8 ？Nsec/J) at 0 J, or in a pure laser ablation cases. Thrust efficiency first decreased with energy from 0 to 1.4 J and then increased linearly with energy from 1.4 J to 8.6 J. At 8.65 J operation, impulse bit of 38.1 ？Nsec, specific impulse of 3791 sec, thrust efficiency of 8 %, and coupling coefficient of 4.3 ？Nsec/J were obtained.

• Radiation Oncology Journal
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• 제4권2호
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• pp.107-113
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• 1986

방사선에 의한 척수의 손상은 매우 드물기는 하나 치명적인 불가역성의 손상을 일으킬 수 있는, 치료방사선 분야에서 가장 심각한 합병증의 하나이다. 동물실험 및 임상보고를 통하여 많은 연구가 있었음에도 실제의 임상에서와 같은 조사방법을 사용한 계통적인 보고는 거의 없는 실정이다. 이에 저자는 전 조사량에 대한 초기의 급성 변화를 병리조직학적으로 관찰 분석하여 불가역성의 척수손상이 올 수 있는 최저선량을 추정하기 위하여 250KV의 X선 치료기를 사용하여 총 110마리의 마우스를 $2\times3cm$의 조사야로 고식적 분할조사를 실시하였으며 그 결과는 다음과 같다. 경한 모세혈관의 울혈, 염증성 세포의 부분적 침윤과 함께 축색돌기의 부종이 1,000 rad 군에서 관찰되기 시작하였다. 백질의 스폰지 변성은 2,000 rad 군에서 보이기 시작하였다. 연막과 지주막의 부분적 비후는 3,000rad 군에서 관찰되었다. 국소 괴사는 3,500rad군에서 관찰되기 시작하였고 신경조직의 단열과 신경원의 국소 손실은 4,000 rad군에서 관찰되기 시작하였다. 이제까지 용인되어온 척수의 내성선량인 5,000 rad/5wk.는 완전히 안전하지는 못하다고 생각되나 이는 만성 변화에 대한 추적실험을 통하여 확인되어야 할 것이다.

• 한국육종학회지
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• 제41권4호
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• pp.377-384
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• 2009

Three-year-old seedlings of susceptible Pinus densiflora and resistant Pinus x rigitaeda were each inoculated with the pinewood nematode, Bursaphelenchus xylophilus, to compare disease development. Needle dehydration was evident on seedlings of P. densiflora by 20 days after inoculation, 10 days earlier than this symptom was observed on P. ${\times}$ rigitaeda. Xylem drying was more frequent in seedlings of P. densiflora than in that of P. ${\times}$ rigitaeda between 20 and 60 days after inoculation. No significant differences were found between P. densiflora and P. ${\times}$ rigitaeda for stem water content or for stem and leaf relative water content in current-year branches after nematode inoculation, but the average number of B. xylophilus recovered from stems differed significantly between the two groups. The number of B. xylophilus recovered from stems was negatively correlated with the stem water content and with stem and leaf relative water content. By the time the experiment was terminated at 60 days after inoculation, all 3 of the last group of P. densiflora seedlings had died, but 2 of the 3 remaining P. ${\times}$ rigitaeda hybrid seedlings were still alive. Additional studies are needed to further explore the specific mechanisms preventing nematode multiplication in the seedlings of resistant P. ${\times}$ rigitaeda.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권11호
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• pp.5568-5587
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• 2018

This research uses artificial intelligence methods for computer network intrusion detection system modeling. Primary classification is done using self-organized maps (SOM) in two levels, while the secondary classification of ambiguous data is done using Sugeno type Fuzzy Inference System (FIS). FIS is created by using Adaptive Neuro-Fuzzy Inference System (ANFIS). The main challenge for this system was to successfully detect attacks that are either unknown or that are represented by very small percentage of samples in training dataset. Improved algorithm for SOMs in second layer and for the FIS creation is developed for this purpose. Number of clusters in the second SOM layer is optimized by using our improved algorithm to minimize amount of ambiguous data forwarded to FIS. FIS is created using ANFIS that was built on ambiguous training dataset clustered by another SOM (which size is determined dynamically). Proposed hybrid model is created and tested using NSL KDD dataset. For our research, NSL KDD is especially interesting in terms of class distribution (overlapping). Objectives of this research were: to successfully detect intrusions represented in data with small percentage of the total traffic during early detection stages, to successfully deal with overlapping data (separate ambiguous data), to maximize detection rate (DR) and minimize false alarm rate (FAR). Proposed hybrid model with test data achieved acceptable DR value 0.8883 and FAR value 0.2415. The objectives were successfully achieved as it is presented (compared with the similar researches on NSL KDD dataset). Proposed model can be used not only in further research related to this domain, but also in other research areas.

• 한국정보통신학회논문지
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• 제26권1호
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• pp.76-84
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• 2022

부정맥은 심장 박동이 비정상 혹은 불규칙하게 뛰고 있는 상태를 말하며, 실신이나 심장돌연사 등과 같은 위험한 상황을 유발할 수 있기 때문에 이의 조기 검출은 매우 중요하다. 하지만 심전도 신호의 개인차로 인해 분류 시 성능하락이 나타날 수밖에 없다. 본 연구에서는 CNN-LSTM 하이브리드 결합 모델을 이용한 부정맥 분류 방법을 제안한다. 이를 위해 먼저 잡음을 제거한 ECG 신호에서 R파를 검출하고 단일 비트 세그먼트를 추출하였다. 이후 부정맥 신호의 특징을 세밀하게 추출하도록 8개의 합성곱 계층으로 구성하고 이를 LSTM의 입력으로 사용한 후 가중치를 학습시키고 검증 데이터로 모델을 평가한 후 정상 및 부정맥 분류의 변화를 확인하였다. 제안한 방법의 타당성 검증을 위해 MIT-BIH 부정맥 데이터베이스를 사용하여 정확도(accuracy), 정밀도(precision), 재현율(recall), F1 스코어가 사용되었다. 성능평가 결과, 정확도, 정밀도, 재현율, F1 스코어는 각각 92.3%, 90.98%, 92.20%, 90.72%의 우수한 분류율을 나타내었다.

• 한국초지조사료학회지
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• 제17권2호
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• pp.177-186
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• 1997

A field experiment was conducted to evaluate growth characteristics, dry matter yield and crude protein yield according to different planting dates at sorghum $\times$ sudangrass hybrid(SSH) and soybean intercropping. Planting dates were five treatment of may 6(Tl), may 13(T2), may 20(T3), may 27(T4) and june 3(T5), and cutting frequency was two times a year. 1. Plant length of SSH was the highest at T2 as 253cm, but T5 was the shortest as 203cm. In the soybean, T3 and T4 were the highest as 113cm, respectively. Leaf length of SSH was high at T5. In the soybean, T2 was the highest as 17cm. Average leaf width of T2, T3 and T4 was higher than TI and T5. 2. Leaf number of T3(SSH and soybean) was higher than other treatments, Stem diameter of SSH and soybean showed the highest as 12.3mm and 8.6mrn at T5 and T3, respectively. In the SSY mean stem hardness of TI was the highest as 2.5kg/$cm^2$, but soybean was the highest at T1(8.0kg/$cm^2$) 3. Deed stubble according to move seeding date of SSH were 11.4 percentage at TI, and 3.9 percentage at T5 treatment. 4. Total dry matter yield according to move seeding date was the highest at T3 as 20,937kghq but T5 of late seeding was the lowest as 16,04Okgha(P < 0.05). 5. In the first cutting time, protein content of SSH was the highest at T3 as 9.9 percentage, but T1 was the lowest as 8.4 percentage. In the 2nd cutting, T5 was the highest as 8.7% but T1 was the lowest as 6.2%. In the soybean, T5 was the highest as 19.4% but TI of early seeding was the lowest as 16.2 percentage. Crude protein yield was the highest at T3 as 2,233.5kghq but TI of early seeding was the lowest as 1,579.7kgha (P < 0.05). As mentioned above the results, T2(may 13), T3(may 20) and T4(may 27) treatment could be recommended as the best suitable seeding date when drymatter and protein yield were considered.

• 한국작물학회지
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• 제14권
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• pp.87-90
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• 1973

대두의 수량검정을 함에있어 우리나라의 여건하에서는 어떤 plot size와 shape가 실험의 정밀도를 높이며 또한 경제적인 면에서 가장 이상적인가 하는 문제를 한국원자력연구소 신설시험포장의 토양균도추정과 아울러 그 예비시험을 실시하여 얻어진 몇가지 결과를 보고하는 바이다. 1. 한국원자력연구소 시험포장의 포장균일성은 종실수량의 C.V로서 표현된 균일도는 다지성이며 과무형인 "금강대립"에서 약 22%이었고 소지성 유도품종 "Clark"는 약 20%로서 수량검정을 위하여 불량한 편은 아니였고 적당한 시험설계와 반복으로 오차를 감소시킨다면 시험포장으로 사용하는데 크게 지장이 없을 것이다. 2. Plot의 크기 증가에 따라서 변이계수치의 현저한 감소를 볼수 있었으며 특히 102$m^2$plot에서 C.V가 가장 낮았고 "금강대립"에서 그 현상이 더욱 뚜렷하였다. 그러나 plot의 크기는 경제적인 면과 실험의 정밀도를 아울러 고려하여 그 적정한계를 설정함이 유익하겠다. 3. 동일면적에서의 plot shape는 정방형 plot보다 장방형 plot에서 C.V가 낮은 경향을 보였고 또한 시험구의 폭이 넓어짐에 따라 변이계수는 감소하였다. 4. 우리나라에 있어 대두의 수량검정포는 육종초기세대에는 길이 2.5-5m의 plot에서 3-4회 반복을 준다면 실험의 오차도 상당히 감소시킬수 있고 경제적일 것으로 여겨진다.차도 상당히 감소시킬수 있고 경제적일 것으로 여겨진다.