• 유통과학연구
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• 제16권4호
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• pp.67-74
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• 2018

Purpose - Most of the amendments to the law on the improvement of the distribution structure of mobile communication terminal equipment, the fully self-sufficient system of terminals, and the separated disclosure system on the terminals are aimed at securing transparency of the distribution structure by eliminating or reducing handset subsidies. This study investigates what items are important for the purchase of mobile phones in various and rapidly changing mobile phone markets from the consumer's point of view and tries to make a strategic suggestion for future mobile distribution strategies. Research design, data, and methodology - The procedure of this study takes place in four steps. In step 1, only the SF type respondents selected for this study were extracted through MBTI analysis. In step 2, they were divided into three hierarchies for the AHP analysis and each element was arranged. In step 3, the AHP analysis was converted to a Fuzzy-AHP number using the trigonometric centroid method. This was to eliminate the ambiguity of the response by converting into a fuzzy number even if data consistency was maintained with CI value below 0.1. In step 4, the number of converted 2-layer and 3-layer was combined to derive the priority when the final handset is selected. Results - First, the highest importance among the four items in the second tier was the terminal function item, followed by brand, price, and design item. Second, in the third tier, the highest importance was level of after-sales service, followed by device price, processing speed, ease of use, usefulness, and rate system. Third, the arithmetic average of the determinant of the fuzzy function showed that processing speed, ease of use and usefulness in the function item, level of after-sales service in the brand item, and device price in the price item were the five most important factors among 16 choice factors. Conclusions - First, there will be a change in the consumption patterns of consumers who have compared distributors and dealers to purchase handsets with more subsidies. Second, it is highly likely that people will purchase new handsets only when they need to change their devices because they can not receive subsidies by switching phone brands any more.

• 한국산학기술학회논문지
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• 제14권4호
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• pp.1877-1882
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• 2013

스마트 유틸리티 네트워크(SUN)용 무선전송 기술은 에너지 절약 지능형 그린 홈 네트워크 개발의 핵심 요소 기술일 뿐 아니라, 향후 ZigBee 기술을 대체하여 다양한 분야에 활용될 차세대 WPAN 기술이다. SUN 무선 전송 기술은 IEEE 802.15.4g SUN PHY-Layer 표준으로 지하나 반 지하 또는 복잡한 건물 주변과 같은 열악한 전파환경에서도 높은 링크 이득과 안정적인 전송속도의 제공이 가능한 비 면허 무선 전송기술이다. 본 논문은 IEEE 802.15.4g SUN 표준을 만족시키는 RF 송수신기 칩 개발을 위해, RF 송수신기에 대한 시스템 단위 모의실험 환경을 구축하고, 시스템 설계에 필요한 설계 방법, 요구 사양 도출 및 시스템 예상 성능에 대한 내용이다. 또한 상기 시스템 단위 모의실험 결과를 바탕으로 실제 제작한 RF 송수신기 칩의 성능은 IEEE 802.15.4g SUN PHY-Layer 표준의 요구 사양 보다 우수하였다.

• 한국진공학회:학술대회논문집
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• 한국진공학회 2012년도 제42회 동계 정기 학술대회 초록집
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• pp.549-549
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• 2012

Early detection of cancer biomarkers in the blood is of vital importance for reducing the mortality and morbidity in a number of cancers. From this point of view, immunosensors based on nanowire (NW) and carbon nanotube (CNT) field-effect transistors (FETs) that allow the ultra-sensitive, highly specific, and label-free electrical detection of biomarkers received much attention. Nevertheless 1D nano-FET biosensors showed high performance, several challenges remain to be resolved for the uncomplicated, reproducible, low-cost and high-throughput nanofabrication. Recently, two-dimensional (2D) graphene and reduced GO (RGO) nanosheets or films find widespread applications such as clean energy storage and conversion devices, optical detector, field-effect transistors, electromechanical resonators, and chemical & biological sensors. In particular, the graphene- and RGO-FETs devices are very promising for sensing applications because of advantages including large detection area, low noise level in solution, ease of fabrication, and the high sensitivity to ions and biomolecules comparable to 1D nano-FETs. Even though a limited number of biosensor applications including chemical vapor deposition (CVD) grown graphene film for DNA detection, single-layer graphene for protein detection and single-layer graphene or solution-processed RGO film for cell monitoring have been reported, development of facile fabrication methods and full understanding of sensing mechanism are still lacking. Furthermore, there have been no reports on demonstration of ultrasensitive electrical detection of a cancer biomarker using the graphene- or RGO-FET. Here we describe scalable and facile fabrication of reduced graphene oxide FET (RGO-FET) with the capability of label-free, ultrasensitive electrical detection of a cancer biomarker, prostate specific antigen/${\alpha}$ 1-antichymotrypsin (PSA-ACT) complex, in which the ultrathin RGO channel was formed by a uniform self-assembly of two-dimensional RGO nanosheets, and also we will discuss about the immunosensing mechanism.

• 한국ITS학회 논문지
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• 제18권2호
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• pp.114-128
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• 2019

최근 전 세계적으로 자율주행자동차의 관심이 높이지고 있으며, 이에 따라 자율주행자동차의 안전성도 중요한 화두로 대두되고 있다. 국내에서도 자율주행자동차 실험도시인 K-City 구축 등 자율주행자동차 개발이 활발해짐에 따라, 자율주행자동차의 안전성을 평가할 수 있는 시나리오 개발이 필요한 시점이다. 본 연구에서는 경찰청 교통사고 데이터와 텍스트 마이닝 기법을 이용하여 K-City 커뮤니티부 도로 자율주행자동차 실험 시나리오를 개발하였다. 개발 결과, K-City 커뮤니티부 도로에서 자율주행자동차 실험을 위한 총 24개의 시나리오가 개발되었다. 또한, 페가수스 5-레이어 모형을 적용한 Logical 및 Concrete 혼합 시나리오 양식을 최종적으로 도출하였다.

• 한국전자통신학회논문지
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• 제13권6호
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• pp.1183-1190
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• 2018

전 세계적으로 환경규제가 지속적으로 강화되고 있으며 이에 효과적으로 대응하기 위해 전기자동차의 도입이 적극적으로 고려되고 있으며, EV 보급의 필수요소인 충전인프라 구축이 필수적이다. 본 논문에서는 스마트한 충전인프라 구축에 필수적인 전력선 통신 기술에 대하여 연구하였다. ISO/IEC 15118 국제표준에 부합한 HPGP규격의 물리계층 속도 10Mbps 및 TCP/IP계층 4.5Mbps 성능을 달성할 수 있는 제어보드와 해당 보드에 탑재되어 국제표준에 부합하는 충전단계 및 향후 지능형전력망과의 연계를 위한 기능을 수행할 소프트웨어 솔루션을 개발하였다. 또한 Combo 방식의 DC 급속충전기에 적용하기 위해 산업 환경 기준에 적합하도록 하드웨어를 설계하였으며 소프트웨어 솔루션과 함께 통합하여 V2G 통신 모듈을 개발하였다.

• 한국인터넷방송통신학회논문지
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• 제19권4호
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• pp.161-167
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• 2019

최근 안정적인 전력수급과 급증하는 전력수요를 예측하는 수요예측 기술에 대한 관심과 실시간 전력측정을 가능하게 하는 스마트 미터기의 보급의 증대로 인해 수요예측 기법에 대한 연구가 활발히 진행되고 있다. 본 연구에서는 실제 측정된 가정의 전력 사용량 데이터를 학습하여 예측결과를 출력하는 딥 러닝 예측모델 실험을 진행한다. 그리고 본 연구에서는 데이터 전처리 기법으로써 이동평균법을 도입하였다. 실제로 측정된 데이터를 학습한 모델의 예측량과 실제 전력 측정량을 비교한다. 이 예측량을 통해서 전력공급 예비율을 낮춰 사용되지 않고 낭비되는 예비전력을 줄일 수 있는 가능성을 제시한다. 또한 본 논문에서는 같은 데이터, 같은 실험 파라미터를 토대로 세 종류의 기법: 다층퍼셉트론(Multi Layer Perceptron, MLP), 순환신경망(Recurrent Neural Network, RNN), Long Short Term Memory(LSTM)에 대해 실험을 진행하여 성능을 평가한다. 성능평가는 MSE(Mean Squared Error), MAE(Mean Absolute Error)의 기준으로 성능평가를 진행했다.

• Smart Structures and Systems
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• 제23권1호
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• pp.81-90
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• 2019

The shear behavior of soil-concrete interface is mainly affected by the surface roughness of the two contact surfaces. The present research emphasizes on investigating the effect of roughness of soil-concrete interface on the interface shear behavior in two-layered laboratory testing samples. In these specially prepared samples, clay silt layer with density of $2027kg/m^3$ was selected to be in contact a concrete layer for simplifying the laboratory testing. The particle size testing and direct shear tests are performed to determine the appropriate particles sizes and their shear strength properties such as cohesion and friction angle. Then, the surface undulations in form of teeth are provided on the surfaces of both concrete and soil layers in different testing carried out on these mixed specimens. The soil-concrete samples are prepared in form of cubes of 10*10*30 cm. in dimension. The undulations (inter-surface roughness) are provided in form of one tooth or two teeth having angles $15^{\circ}$ and $30^{\circ}$, respectively. Several direct shear tests were carried out under four different normal loads of 80, 150, 300 and 500 KPa with a constant displacement rate of 0.02 mm/min. These testing results show that the shear failure mechanism is affected by the tooth number, the roughness angle and the applied normal stress on the sample. The teeth are sheared from the base under low normal load while the oblique cracks may lead to a failure under a higher normal load. As the number of teeth increase the shear strength of the sample also increases. When the tooth roughness angle increases a wider portion of the tooth base will be failed which means the shear strength of the sample is increased.

• Smart Structures and Systems
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• 제23권5호
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• pp.495-506
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• 2019

This paper presents the results of axial pressure testing on reinforced concrete columns (RCCs) filled with confined normal concrete (NC) and high-strength concrete (HSC) using glass-fiber reinforced plastic pipes (GRP) casing as well as fiber reinforced polymer (FRP). This study aims to evaluate the behavior and mechanical properties of columns confined with GRP casing and FRP wrapping under pressure loads. The major parameters in the experiments were the type of concrete, the effect of GRP casing and FRP wrapping, as well as the number of FRP layers. 12 cylindrical RCCs (150*600) mm were prepared and divided into two groups, NC and HSC, and each group was divided into two parts. In each part, one column was without FRP strengthening layer, a column was wrapped with one FRP layer and another column with two FRP layers. All columns were tested under concentrated compression load. The results of the study showed that the utilization of FRP wrapping and GRP casing improved compression capacity and ductility of RCCs. The addition of one and two layers-FRP wrapping increased compression capacity in the NC group to an average of 18.5% and 26.5% and to an average of 10.2% and 24.8% in the HSC group. Meanwhile, the utilization of GRP casing increased the compression capacity of the columns by 4 times in the NC group and 3.38 times in the HSC group. The results indicated that although both FRP wrapping and GRP casing result in confinement, the GRP casing resulted in increased compression capacity and ductility of the RCCs due to higher confinement. Furthermore, the confinement effect was higher on columns made with NC.

• 한국기계가공학회지
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• 제21권8호
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• pp.66-71
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• 2022

Metal additive manufacturing (AM) has revolutionized several manufacturing industries. AM can generate large-scale metal components and produce complex geometries close to net-shapes. WAAM is an AM technology that has garnered considerable interest among industries owing to its economics and relatively high deposition rates. However, the heat accumulation in the weld bead during deposition triggers distortion and residual stress. To address these problems, various methods of interpass pressure rolling systems have been suggested in recent research. In addition, combining the rolling and WAAM processes can mitigate residual stresses. The constant-pressure rolling of the interlayer also affect the microstructure. The coarse microstructure of the as-deposited sample was altered to finer equiaxed grains via these methods. However, the bead-shape accuracy of the interlayer constant-pressure method does not consider the heat accumulation in each layer. Therefore, this study develops an interpass variable pressure rolling system that considers the heat accumulation of each layer. The interpass variable pressure rolling system comprises deposition, detection, pressure, and transport units. Finally, verification tests are performed on the interpass variable-pressure rolling system (at 500 kg) with the WAAM process, and the obtained results are discussed.

• 농촌계획
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• 제28권4호
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• pp.41-53
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• 2022

This study aims to identify perceptions on ESG management evaluation priorities based on public value in the agricultural and rural sector with the focus on the Korea Rural Community Corporation. We conduct Analytic Hierarchy Process (AHP) to analyze how ESG management evaluation priorities are perceived by distinctive groups across industrial fields. To this end, experts working in the agricultural and rural sector and the general public in non-agricultural sector were questioned to derive and compare the weights for each class of ESG management. Results show the followings: First, the weight for the environment (E) was derived as 0.51774 in the first layer, which was found to be the most important evaluation item among the environment (E), society (S), and governance (G). Second, "ecosystem restoration," "urban-rural exchange expansion and regional development," and "increasing transparency" were the most important items in the second layer. Third, priorities between the agricultural and non-agricultural respondents groups were different in environmental (E) and social (S) categories, which explained that perceptions on ESG management by workers and policy makers in the agricultural and rural sector are different from those by general public in the non-agricultural sector.