• 한국농공학회논문집
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• 제55권1호
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• pp.17-29
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• 2013

Long-Term Hydrologic Impact Assessment (L-THIA) model which is a distributed watershed model was applied to analyze the spatial distribution of surface runoff and nonpoint source pollutant loading from Imha watershed during 2001~2010. L-THIA CN Calibration Tool linked with SCE-UA was developed to calibrate surface runoff automatically. Calibration (2001~2005) and validation (2006~2010) of monthly surface runoff were represented as 'very good' model performance showing 0.91 for calibration and 0.89 for validation as Nash-Sutcliffe (NS) values. Average annual surface runoff from Imha watershed was 218.4 mm and Banbyun subwatershed was much more than other watersheds due to poor hydrologic condition. Average annual nonpoint source pollutant loading from Imha wateshed were 2,295 ton/year for $BOD_5$, 14,752 ton/year for SS, 358 ton/year for T-N, and 79 ton/year for T-P. Amount of pollutant loading and pollutant loading rates from Banbyun watershed were much higher than other watersheds. As results of analysis of loading rate from grid size ($30m{\times}30m$), most of high 10 % of loading rate were generated from upland. Therefore, major hot spot area to manage nonpoint source pollution in Imha watershed is the combination of upland and Banbyun subwatershed. L-THIA model is easy to use and prepare input file and useful tool to manage nonpoint source pollution at screening level.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권6호
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• pp.2612-2633
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• 2020

Due to the explosive growth of multimedia speech data, how to protect the privacy of speech data and how to efficiently retrieve speech data have become a hot spot for researchers in recent years. In this paper, we proposed an encrypted speech retrieval scheme based on long short-term memory (LSTM) neural network and deep hashing. This scheme not only achieves efficient retrieval of massive speech in cloud environment, but also effectively avoids the risk of sensitive information leakage. Firstly, a novel speech encryption algorithm based on 4D quadratic autonomous hyperchaotic system is proposed to realize the privacy and security of speech data in the cloud. Secondly, the integrated LSTM network model and deep hashing algorithm are used to extract high-level features of speech data. It is used to solve the high dimensional and temporality problems of speech data, and increase the retrieval efficiency and retrieval accuracy of the proposed scheme. Finally, the normalized Hamming distance algorithm is used to achieve matching. Compared with the existing algorithms, the proposed scheme has good discrimination and robustness and it has high recall, precision and retrieval efficiency under various content preserving operations. Meanwhile, the proposed speech encryption algorithm has high key space and can effectively resist exhaustive attacks.

• 에너지공학
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• 제12권2호
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• pp.131-138
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• 2003

본 연구에서는 평판 경계층의 천이 영역에서 평균속도, 표면마찰계수, 간헐도 분포, 에너지 스펙트럼 등의 신뢰성 있는 실험 자료를 획득하였다. 실험 결과 천이가 진행됨에 따라 난류반점이 지배하는 영역이 벽면 근처에서 전 경계층으로 확산되었으며 이러한 현상의 결과로 속도 섭동량에서 비등방성이 크게 나타난다. 천이 이전영역에서는 에너지가 주로 저주파에 집중되어 있다가 천이를 거치면서 에너지가 고주파 성분으로 이동하였다 이는 두 가지 이상의 에너지 발생과 소멸 메커니즘이 천이영역에서 공존하고 있음을 의미한다. 따라서 천이영역에서의 유동장을 예측하기 위한 난류 계산 모형에서 비등방성과 서로 다른 메커니즘을 표현할 수 있기 위해서는 반드시 두 가지 이상의 척도를 표현할 수 있어야 한다.

• BMB Reports
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• 제52권5호
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• pp.304-311
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• 2019

The cytoplasmic FMR1-interacting protein family (CYFIP1 and CYFIP2) are evolutionarily conserved proteins originally identified as binding partners of the fragile X mental retardation protein (FMRP), a messenger RNA (mRNA)-binding protein whose loss causes the fragile X syndrome. Moreover, CYFIP is a key component of the heteropentameric WAVE regulatory complex (WRC), a critical regulator of neuronal actin dynamics. Therefore, CYFIP may play key roles in regulating both mRNA translation and actin polymerization, which are critically involved in proper neuronal development and function. Nevertheless, compared to CYFIP1, neuronal function and dysfunction of CYFIP2 remain largely unknown, possibly due to the relatively less well established association between CYFIP2 and brain disorders. Despite high amino acid sequence homology between CYFIP1 and CYFIP2, several in vitro and animal model studies have suggested that CYFIP2 has some unique neuronal functions distinct from those of CYFIP1. Furthermore, recent whole-exome sequencing studies identified de novo hot spot variants of CYFIP2 in patients with early infantile epileptic encephalopathy (EIEE), clearly implicating CYFIP2 dysfunction in neurological disorders. In this review, we highlight these recent investigations into the neuronal function and dysfunction of CYFIP2, and also discuss several key questions remaining about this intriguing neuronal protein.

• Current Optics and Photonics
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• 제8권2호
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• pp.138-150
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• 2024

This study is essential for advancing our knowledge about the interaction between long-range high-power lasers and energetic materials, with a particular emphasis on understanding the response of a 155-mm shell under various surface irradiations, taking into account external factors such as atmospheric disturbances. The analysis addresses known limitations in understanding the use of non-realistic targets and the negligence of ambient conditions. The model employs the three-dimensional level-set method, computer-aided design (CAD)-based target design, and a message-passing interface (MPI) parallelization scheme that enables rapid calculations of the complex chemical reactions of the irradiated high explosives. Important outcomes from interaction modeling include the accurate prediction of the initiation time of ignition, transient pressure, and temperature responses with the location of the initial hot spot within the shell, and the relative magnitude of noise with and without the presence of physical ambient disturbances. The initiation time of combustion was increased by approximately a factor of two with atmospheric disturbance considered, while slower heating of the target resulted in an average temperature rise of approximately 650 K and average pressure increase of approximately 1 GPa compared to the no ambient disturbance condition. The results provide an understanding of the interaction between the high-power laser and energetic target at a long distance in an atmospheric condition.

• 한국농공학회논문집
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• 제53권1호
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• pp.37-45
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• 2011

Mandae watershed in Gangwon province has been known as one of soil erosion hot spot watersheds within Hanggang basin. Thus numerous efforts have been made to reduce soil erosion and pollutant loads into receiving watershed. However, proper best management practices have not been suggested because no monitoring flow and water quality data were available. Thus, modeling technique could not be utilized to evaluate water quality issue properly at Mandae watershed to develop and implement the best management practices. In this study, the SWAT model was applied to the Mandae watershed, Gangwon province to evaluate the SWAT prediction ability and water quality improvement with vegetated filter strip (VFS) in this study. The Nash-Sutcliffe model efficiency (NSE) and Coefficient of determination ($R^2$) values for flow simulation were 0.715 and 0.802, respectively, and the NSE and $R^2$ values were 0.903 and 0.920 for T-P simulation indicating the SWAT can be used to simulate flow and T-P with acceptable accuracies. The SWAT model, calibrated for flow and T-P, was used to evaluate water quality improvement with the VFS in agricultural fields. It was found that approximately 56.19 % of T-P could be reduced with vegetated filter strip of 5 m at the edge of agricultural fields within the watershed (34.86 % reduction with VFS of 1m, 48.29 % with VFS of 3 m). As shown in this study, the T-P, which plays key roles in eutrophication in the waterbodies, can be reduced with proper installation of the VFS.

• 한국항만경제학회지
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• 제37권2호
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• pp.73-89
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• 2021

핸디사이즈 벌크선 시장은 중대형 선박으로 운송이 불가능한 다양한 화물을 운송할 수 있으며, Spot용·대선 시장이 활성화 되어 있고 중대형 벌크선과 독립적인 성격의 시장으로 단기간에 변화하는 시황 및 용선료 변동성에 의한 위험이 보다 많은 시장이다. 본 연구에서는 부정기 벌크선 선형에서 핸디사이즈 운임지수(BHSI)와 Spot용선료에 영향을 미치는 요인들을 검정하고 요인들의 과거 값을 이용하여 종속변수의 동태적 반응을 파악 및 단기 예측을 위하여 벡터자기회귀모형(VAR)을 이용하여 분석을 하였다. 인과성 검정 결과 핸디사이즈의 주요 선적 화물인 원료탄, 일본후판, 열연강판의 가격과 선복량, 선박유가와 인과관계가 나타났으며, VAR모형의 적정시차와 안정성을 확인 후 충격반응함수와 예측오차분해분석을 실시하였다. 충격반응함수 분석 결과 원료탄 가격, 열연강판 가격, 선박유가 3가지 변수는 신뢰구간 상한과 하한이 모두 같은 구간으로 유의하다고 나타났으며, 열연강판 가격의 충격이 가장 유의한 영향을 미치는 것으로 확인되었다. 운임지수(BHSI)와 Spot용선료 두 종속변수 모두 거의 동일한 결과로 나타났으며 t시점에서 발생한 원료탄가격의 표준편차 1단위의 충격에 양(+)의 영향, 열연강판 가격의 충격에 양(+)의 영향, 선박유가의 충격에는 음(-)의 영향의 결과를 보였다. 예측오차 분산분해분석 결과 운임지수(BHSI)와 Spot용선료에 영향을 미치는 설명력은 열연강판 가격, 원료탄 가격, 선박유가, 일본후판 가격, 선복량 순으로 동일하게 나타났으며 열연강판 가격의 설명력은 3기부터 점차 상승하여 운임지수에는 30%, Spot용선료에는 26%까지 영향을 미친다고 나타났다. 기존 선행연구와 차별화하여 단기적인 시차 영향을 알아보기 위해 주요 선적화물의 월간 가격 데이터를 사용하여 분석을 수행하였으며, 월 단위 시황 예측이 가능한 유의미한 결과를 도출하였다. 이 연구가 핸디사이즈 선박을 운항하는 선사와 핸디사이즈 용·대선 시장 관계자들에게 단기적인 시황 예측에 도움이 될 수 있다는데 의의가 있다고 생각한다.

• 공업화학
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• 제10권3호
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• pp.467-476
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• 1999

공기에 의한 n-butane의 산화로부터 무수마레인산을 합성하는 고정층 촉매 반응기의 거동을 조사하였다. 대류-확산-반응기구로 묘사되는 고정층 촉매반응기의 거동은 Langmuir-Hinshelwood형의 반응속도식 및 비정상상태 이차원 유사균일상 모델을 적용 조사하였다. 예측모델은 Sharma의 pilot-plant 실험 결과인 단일층 반응기의 축방향 온도 및 수율 분포에 대한 최적적합을 통한 최적매개변수 추정에 의해 구성하였다. 또한 예측모델은 단일층 반응기와 통일한 수율 및 전화율을 생성시킬 수 있도록 모사된 불균열활성의 이중층 반응기가 열점에서 $8.96^{\circ}C$ 낮은 온도 상승을 일으켰다. 단일과 이중층 반응기의 가능한 조업조건 (냉매온도, 반응물의 농도, 온도 및 유량)변화에 대한 매개변수 감응도를 조사한 결과 동일한 조업 조건하에서 이중층 반응기가 단일층 반응기에 비해 더 넓은 조업범위는 물론 전화율 및 수율이 다소 높게 나타났다.

• Nuclear Engineering and Technology
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• 제54권1호
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• pp.61-71
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• 2022

Pool boiling heat transfer is widely applied in nuclear engineering fields. The influence of heating surface orientation on the pool boiling heat transfer has received extensive attention. In this study, the heating surface with different roughness was adopted to conduct pool boiling experiments at different inclination angles. Based on the boiling curves and bubble images, the effects of inclination angle on the pool boiling heat transfer and critical heat flux were analyzed. When the inclination angle was bigger than 90°, the bubble size increased with the increase of inclination angle. Both the bubble departure frequency and critical heat flux decreased as the inclination angle increased. The existing theoretical models about pool boiling heat transfer and critical heat flux were compared. From the perspective of bubble agitation model and Hot/Dry spot model, the experimental phenomena could be explained reasonably. The enlargement of bubble not only could enhance the agitation of nearby liquid but also would cause the bubble to stay longer on the heating surface. Consequently, the effect of inclination angle on the pool boiling heat transfer was not conspicuous. With the increase of inclination angle, the rewetting of heating surface became much more difficult. It has negative effect on the critical heat flux. This work provides experimental data basis for heat transfer and CHF performance of pool boiling.

• 한국산학기술학회논문지
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• 제16권7호
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• pp.4398-4404
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• 2015

스테인리스 강판은 동적기계구조물을 제작하기 위한 구조용 재료로 널리 사용된다. 또한 이들을 일체화 시키는 방법으로 가스용접을 많이 사용하게 되는데 가스용접에는 다양한 종류에 의해 구조물을 일체화 시킨다. 따라서 부재와 부재를 연결하는 용접부에 대한 응력분포 및 피로강도평가는 구조물의 건전성 및 수명을 연구하는데 매우 중요한 요소가 된다. 그래서 본 연구에서는 피로시험에 의해서 얻어지는 ${\Delta}P-N_f$ 관계를 유한요소해석법에 의해서 최대주응력으로 ${\Delta}{\sigma}-N_f$ 관계로 나타내어 피로설계기준을 정하였고, 이 결과를 이용해서 확률론적 통계해석기법을 적용해서 가속식을 추정하여 임의의 목표수명을 예측할 수 있는 신뢰성설계기술기법을 제시하고자 하였다.