• 한국전자통신학회논문지
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• 제16권4호
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• pp.735-742
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• 2021

최근 정부에서 역점 적으로 추진하고 있는 '재생에너지 3020', '그린뉴딜', '2050 탄소중립', 'K-RE100' 정책에 의해 재생에너지 관련 발전설비들이 급증하고 있다. 재생에너지 설비들은 대부분 소규모이고, 분산되어 있어서 효율적인 관리가 어렵고, 1MW 미만의 소규모 분산자원은 판매량 제한, 거래회피 등으로 시장참여에 큰 어려움을 겪고 있다. 특히, 재생에너지의 간헐성 때문에 전력망의 안정성 저하에도 큰 영향을 끼치고 있다. 정부에서는 '소규모 분산자원 중개거래'를 통해서 변동성 및 간헐성 문제를 해결하고, 이종의 대량 소규모 분산자원들의 계통 자원화와 수용성 확대를 추구하고 있다. 본 연구에서는 AI에 기반한 발전량 예측 모델을 분산자원 중개거래 시스템에 적용하여 최적의 운영 솔루션을 제시하고, 에너지신사업 시장 개척의 기반 플랫폼으로 활용될 수 있도록 하고자 한다.

• Communications for Statistical Applications and Methods
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• 제22권6호
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• pp.575-587
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• 2015

The development in data collection techniques results in high dimensional data sets, where discrimination is an important and commonly encountered problem that are crucial to resolve when high dimensional data is heterogeneous (non-common variance covariance structure for classes). An example of this is to classify microbial habitat preferences based on codon/bi-codon usage. Habitat preference is important to study for evolutionary genetic relationships and may help industry produce specific enzymes. Most classification procedures assume homogeneity (common variance covariance structure for all classes), which is not guaranteed in most high dimensional data sets. We have introduced regularized elimination in partial least square coupled with QDA (rePLS-QDA) for the parsimonious variable selection and classification of high dimensional heterogeneous data sets based on recently introduced regularized elimination for variable selection in partial least square (rePLS) and heterogeneous classification procedure quadratic discriminant analysis (QDA). A comparison of proposed and existing methods is conducted over the simulated data set; in addition, the proposed procedure is implemented to classify microbial habitat preferences by their codon/bi-codon usage. Five bacterial habitats (Aquatic, Host Associated, Multiple, Specialized and Terrestrial) are modeled. The classification accuracy of each habitat is satisfactory and ranges from 89.1% to 100% on test data. Interesting codon/bi-codons usage, their mutual interactions influential for respective habitat preference are identified. The proposed method also produced results that concurred with known biological characteristics that will help researchers better understand divergence of species.

• 열처리공학회지
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• 제12권1호
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• pp.21-30
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• 1999

The present study were investigated changes of precipitation behaviour of laves phase in ferrite single phase and ferrite-martensite dual phase and precipitation of laves phase under stress. Hardness changes in ferrite phase appeared two hardness peaks by precipitation of initial fine precipitator and laves phase in 3Mo-0.3Si and 3Mo-0.3Si-C specimens, respectively. Hardness changes in martensite phase of 3Mo-0.3Si-C specimen was lower in the initial stage of aging by carbide precipitation and after this, increased by re-hardening due to precipitation of laves phase. In the ferrite phase, laves phase was mainly precipitated, whereas in the martensite phase, carbide was preferentially formed during the initial stage of aging and with increasing aging time, laves phase and carbide were simultaneously precipitated by precipitation of laves phase at around carbide. In the ferrite-martensite interface, laves phase was mainly precipitated and carbide was mainly formed at boundary of lath martensite than grain boundary. Adding the stress in aging, fine precipitator of inital precipitation of laves phase precipitated in (100) of perpendicular to tensile direction and has grown to only followed<010>direction and also, volume fraction of laves phase increased. Consequently, the stress added was accelerated initial precipitation of laves phase.

• Journal of Mechanical Science and Technology
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• 제17권10호
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• pp.1520-1532
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• 2003

An experiment was performed to obtain the local heat transfer coefficient and Nusselt number in a circular duct with a 180$^{\circ}$ bend for Re=6 x 10$^4$, 8 x 10$^4$ and 1 x 10$\^$5/ under swirling flow and non-swirling flow conditions. The test tube with a circular section was made from stainless steel having a curvature ration of 9.4. Current heat flux of 5.11 kW/㎡ was applied to the test tube by electrical power and the swirling motion of air was produced by a tangential inlet to the pipe axis at 180$^{\circ}$. Measurements of local wall temperatures and the bulk mean temperatures of air were made at four circumferential positions at 16 stations. The wall temperatures showed a reduced distribution curve at the bend for the non-swirling flow, but this effect did not appear for the swirling flow. The Nusselt number distributions for the swirling flow, which was calculated from the measured wall and the bulk temperatures, were higher than that of the non-swirling flow. The average Nusselt number of the swirling flow increased by about 90-100%, compared to that of the non-swirling flow. The Nu/Nu$\_$DB/ values at the 90$^{\circ}$ station for non-swirling flow and swirling flow were approximately 2.5 and 4.8 at Re=6x10$^4$ respectively. The values agree well with Said's results for non-swirling flow.

• 한국식품저장유통학회지
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• 제31권4호
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• pp.645-659
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• 2024

본 연구에서는 콤부차에 적합한 새싹인삼 함량을 확인하기 위해 이화학적 특징, 대사산물, 수용성 phenolics, 수용성 flavonoids, ginsenosides, phenolic acids, flavonols 함량 및 항산화 활성을 분석하였다. 콤부차(CT), 딸기 콤부차(ST) 및 새싹인삼 딸기 콤부차(ST+GS)의 유리 아미노산 총 함량은 ST+GS(273.38 mg/100 mL)가 CT(18.9 mg/100 mL), ST (84.9 mg/100 mL)보다 약 3.2-14.5배 높았다. 무기질 총 함량은 ST+GS(63.99 mg/100 mL)가 CT(15.45 mg/100 mL), ST(19.28 mg/100 mL)보다 약 3.3-4.1배 높았다. 수용성 phenolics는 1.2 mg GAE/mL로 각각 1.9배와 1.8배가량 높았으며, 수용성 flavonoids 또한 0.14 mg RE/mL로 7배와 4.7배가량 높았다. 진세노사이드의 경우 CT와 ST에서는 검출되지 않았으나 ST+GS에서는 ginsenoside Ro, Rg2, Rh1, F2, Rg3 및 compound K가 각각 1.35, 2.4, 4.5, 9.0, 4.6 및 7.8 mg/100 mL씩 검출되었다. Phenolic acids 및 flavonols 함량 또한 ST+GS에서 CT 및 ST와 비교해 높게 검출되었으며, phenolic acids 함량은 각각 1.5배 및 1.2배 높았으며 flavonols 함량의 경우 각각 1.6배 및 1.3배 높게 검출되었다. 항산화 활성은 모든 항목에서 ST+GS가 우수하였다. 이러한 결과는 새싹인삼 첨가가 콤부차의 이점을 더 향상시킨다는 것을 보여준다. 따라서 콤부차에 딸기 및 새싹인삼 농축액을 첨가하였을 때 대사산물 함량과 생리활성이 유의적으로 증가하는 것을 확인할 수 있었으며, 이러한 결과를 통해 새싹인삼 함유 콤부차는 콤부차 산업에서의 활용 가치가 있을 것으로 판단된다. 하지만 새싹인삼 콤부차의 상용화를 위해서는 본 연구를 기초자료로 하여 새싹인삼 가공 형태별, 발효 미생물 종류별, 기호성 평가 등 추가적인 연구가 더 필요할 것으로 판단된다.

• Journal of Ginseng Research
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• 제32권2호
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• pp.127-134
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• 2008

This study was carried out to investigate the changes of ginsenosides composition in Korean red ginseng water extract (RGWE) after heated with high temperatures above $100^{\circ}C$. RGWEs were adjusted with pH 3.0, pH 7.0 and pH 10.0, respectively, and then heated at 100,110 and $120^{\circ}C$ for 30 minutes by using autoclave. Total ginsenosides of RGWE treated with heating showed decreasing tendency when compared with control. By TLC analysis, decreasing effect of ginsenosides in RGWE were significantly observed in the acidic condition of pH 3.0, particulary. By HPLC analysis, total ginsenoside of control showed 1.89%, while those of RGWE treated with 100, 110 and $120^{\circ}C$ showed 1.22, 1.05 and 0.97%, respectively. The ratio of protopanaxadiol (PD) to protopanaxatriol (Pr) saponins in control was 1.89, while that of PD/PT in treated RGWEs were level of 1.33 to 1.47. By the result of decreased ratio of PD/PT in RGWE, it was considered that PD type saponin such as ginsenoside$-Rb_{1}$, $-Rb_{1}$, -Rc and -Rd was more unstable than PT type saponin such as ginsenoside-Re and Rg against high temperature heating above $100^{\circ}C$.

• 산경연구논집
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• 제11권10호
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• pp.75-89
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• 2020

Purpose: The container terminal is an area that plays an important role in the country's import and export. As the volume of containers increased worldwide, competition between terminals became fiercer, and increasing the productivity of terminals became more important. Re-handling is a serious obstacle that lowers the productivity of terminal. There are two ways to reduce re-handling in the terminal yard. The first method is to load containers in terminal yards using effective carry-in algorithms that reduce re-handling. The second method is to carry out effective remarshalling. In this paper, the performance of various carry-in algorithms and various remarshalling algorithms are reviewed. Next, we try to find the most effective combination of carry-in algorithm and remarshalling algorithm. Research design, data and methodology: In this paper, we analyze the performance of the four carry-in algorithms, AP, MDF, LVF, RP and the four remarshalling algorithms, ASI, ASI+, ASO, ASO+. And after making all the combinations of carry-in algorithms and remarshalling algorithms, we compare their performance to find the best combination. To that end, many experiments are conducted with eight types of 100 bays through simulation. Results: The results of experiments showed that AP was effective among the carry-in algorithms and ASO+ was effective among remarshalling algorithms. In the case of the LVF algorithm, the effect of carrying in was bad, but it was found to be effective in finding remarshalling solution. And we could see that ASI+ and ASO+, algorithms that carry out remarshalling even if they fail to find remarshalling solution, are also more effective than ASI and ASO. And among the combinations of carry-in algorithms and remarshalling algorithms, we could see that the combination of AP algorithm and ASO+ algorithm was the most effective combination. Conclusion: We compared the performance of the carry-in algorithms and the remarshalling algorithms and the performance of their combination. Since the performance of the container yard has a significant effect on the performance of the entire container terminal, it is believed that the results of this experiment will be effective in improving the performance of the container terminal when carrying-in or when remarshalling.

• Journal of Korean Neurosurgical Society
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• 제63권6호
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• pp.747-756
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• 2020

Objective : To evaluate the effectiveness and long-term outcome predictors of percutaneous sacroplasty (PSP). Methods : This single-center study assessed 40 patients with sacral insufficiency fractures using the short-axis technique under C-arm flat-panel detector computed tomography (CT). Two radiologists reviewed the patients' magnetic resonance and CT images to obtain imaging findings before PSP and determine technical success, respectively. The short-term outcomes were visual analog scale score changes and opioid usage reductions. Long-term outcomes were determined using telephone interviews and the North American Spine Society (NASS) patient-satisfaction index at least one year after PSP. Results : Technical success was achieved without any significant complications in 39 patients (97.5%). Telephone interviews were possible with 12 patients and failed in 10 patients; death was confirmed in 18 patients. Fifteen patients (50%) re-visited the hospital and received conservative treatment, including spinal injections. Nine patients reported positive satisfaction (NASS patient-satisfaction index 1 or 2), while the negative satisfaction group (NASS patient-satisfaction index 3 or 4, n=3) showed a higher incidence of compression fractures at the thoracolumbar spine level (66.7% vs. 22.2%) and previous spinal injection history (66.7% vs. 33.3%). The poor response group also showed higher incidences of facet joint arthrosis (100% vs. 55.6%), central canal stenosis (100% vs. 22.2%), neural foraminal stenosis (33.3% vs. 22.2%), scoliosis (100% vs. 33.3%), and sagittal malalignment (100% vs. 44.4%). Conclusion : PSP was effective for sacral insufficiency fractures and showed good long-term outcomes. Combined compression fractures in the thoracolumbar spine and degenerative lumbar pathologies could be possible poor outcome predictors.

• Journal of Radiation Protection and Research
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• 제28권2호
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• pp.87-95
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• 2003

반도체 검출기의 p+ 층의 도핑 농도, 열처리에 의한 불순물 재분포와 절단면에서의 guard ring 효과를 전산모사하여 최적의 구조와 공전을 설계하고, MCNP코드로 방사선 반응 특성을 분석하였다. 검출기는 반도체 집적회로 공정에서 설계된 공정변수를 적용하여 격자 방향 <100>, $400{\Omega}cm$, n형, Floating-Zone 실리콘 기판에서 제작되었다. 제작된 검출기의 누설전류 밀도는 $0.7nA/cm^2/100{\mu}m$로서 전기적 특성이 우수한 것으로 나타났으며, Cs-137 감마 선원에 의한 $5mR/h{\sim}25R/h$의 조사선량률 범위에서 방사선 반응 특성은 양호한 선형성을 보였다. 본 연구에서 제안된 공정으로 제작된 PIN 반도체 검출기는 개인선량 측정에 사용될 수 있을 것이다.

• 한국식품저장유통학회지
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• 제24권7호
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• pp.949-956
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• 2017

본 연구는 새싹보리를 이용하여 제품 개발에 적용할 수 있도록, 생리활성물질의 최적 추출구간을 설정하는 데에 목적이 있다. 에탄올 농도(0-100%), 마이크로웨이브 전력(60-300 W), 추출시간(4-20분)을 종속 변수로 설정한 후, 빠르고 추출 수율이 좋은 마이크로웨이브추출법을 이용하여 16구의 다른 추출 조건을 중심합성계획법에 따라 설정하여 새싹보리를 추출하였다. 이 후, 추출물의 총 폴리페놀 함량, 총 플라보노이드 함량, DPPH 라디칼 소거능 활성을 측정하였다. 모든 회귀식의 $R^2$는 0.9 이상으로 5% 수준 이내에서 유의성이 인정되었다. 총 폴리페놀의 최적 추출조건은 에탄올 농도 58.94%, 마이크로웨이브 전력 209.04 W, 추출시간은 18.17분으로 나타났으며, 총 플라보노이드의 최적 추출 조건은 에탄올 농도 52.7%, 마이크로웨이브 전력 73.03 W, 추출시간은 5분으로 나타났다. DPPH 라디칼소거능 활성의 경우, 에탄올 농도 75.84%, 마이크로웨이브 전력 210.79 W, 추출시간 은 6.5분으로 나타났다. 조건에 따른 TPC, TFC 그리고 DPPH 라디칼 소거능 활성의 예측값은 각각 3.84 mg GAE/g, 3.00 mg RE/g 그리고 35.43%의 수치를 나타냈다. 최적 범위 내 임의의 점, 즉 에탄올 농도 40%, 마이크로웨이브 전력 120 W, 추출시간은 18분에서 실험값은 3.38 mg GAE/g, 2.64 mg RE/g, 그리고 37.94%를 나타냈으며 예측값과 실제 실험값은 유사한 값을 보였다.