• Journal of the Korean Geotechnical Society
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• 제23권8호
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• pp.47-57
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• 2007

In this study, the analysis of density characteristics of some dredged and reclaimed ground sites, which is necessary for liquefaction evaluation of a dredged and reclaimed ground, was conducted. From analyzing a simplified liquefaction potential evaluation using SPT-N values which have been applied as domestic earthquake-resistant design criterion, improvement scheme is suggested. Based on the analysis result of density characteristics, it was found out that the relative density and the intial N-value ranged respectively $40{\sim}50%\;and\;5{\sim}8$. In the case of applying Liao & Whitman's equation to correct effective overburden pressure, liquefaction resistance of the upper ground that is relatively weaker than that of lower ground is overestimated. So, Skempton's equation is recommended. And the N value with depth which is applied for design process should be estimated by the exponential equation, $N=1.35{\sigma}'^{0.75}$.

• Design Convergence Study
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• 제16권4호
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• pp.81-98
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• 2017

This study starts from the judgment that the evaluation about preserved flower package design has to be performed based on the product attribute. The principles and components of package design are reestablished from preceding researches, the product type model is suggested based on the product attribute. The 6 principles of package design are usability, esthetic element, attracting attention, creativity, identity and implication, and the 5 components of package design are form, material, color, graphics and branding factors. The product types are classified into 4 areas following the 2 axises. The 1 axis means the degree of perception risk on acquiring information and the other means the approaching type to expected effects about products. The characteristics of package design components are analyzed from the cases belonged at each area on the product type model. Based on the this model, the strategy of preserved flower package design is drawn. At last the package of 'Preserville' is analyzed, we find out the critical points and suggest the intention point in planning the preserved flower package.

• Proceedings of the Korea Water Resources Association Conference
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• 한국수자원학회 2020년도 학술발표회
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• pp.338-338
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• 2020

강우-유출 모형에 의한 유출해석은 하천의 기후변화 및 재난대응, 수자원확보, 유역개발 등의 정책수립을 위한 가장 기본적인 과정이다. 이를 위해 다양한 물리적 강우-유출모형이 개발되었으며 많은 연구들에 의해 유용성이 증명되었다. 그러나 메콩강 유역과 같이 물리적 데이터의 양적, 질적 신뢰도가 부족한 지역을 대상으로 하는 경우 모형의 기본적인 불확실성 외에 다양한 기초자료 및 매개변수의 결정 또는 추정에 의한 추가적인 불확실성이 포함된다. 본 연구에서는 물리적 강우-유출모형에 대한 대안으로 데이터 기반의 black-box 모형인 LSTM 모형을 이용하여 메콩강 본류 Kratie지점을 대상으로 강우-유출해석시스템을 구축하였다. 이후 기후변화시나리오를 적용하여 미래유출변화를 모의를 수행하였다. 도출된 결과는 물리적 강우-유출모형인 SWAT 모형의 유출해석결과의 비교를 수행하고 이를 통해 LSTM 모형의 적용성을 판단하였다. 관측유량 및 기온자료를 제외한 모형에서 요구되는 기초자료는 범용 입력자료를 이용하고 미래기간의 예측을 위해 편의보정 된 RCP 4.5 및 8.5 기후변화시나리오가 적용되었다. 두 모형의 Kratie 지점에 대한 미래 유출예측결과는 경향성 분석결과 두 모형 모두 시나리오 별 통계적으로 유의한 수준의 경향은 도출되지 않았으나 RCP 4.5 시나리오에 대비 RCP 8.5 시나리오에서 연평균 유량의 변동성이 크게 나타나는 것으로 분석되는 등 결과의 유사성을 보이고 있는 것으로 분석되었다. 이를 통해 LSTM 모형에 의한 유출예측결과가 단순 시계열 변화에 따른 유출변화 모의에 있어서 SWAT의 결과에 비해 높은 재현성을 보이는 것을 확인하였다. 본 연구와 같이 유출량의 시 계열 변화만을 필요로 하는 경우 적은 데이터만으로 비교적 정확한 결과를 도출하는 LSTM 모형은 매우 효과적으로 사용될 수 있다고 판단된다.

• KSCE Journal of Civil and Environmental Engineering Research
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• 제30권4B호
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• pp.367-377
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• 2010

In this study, we considered annual maximum rainfall data from 56 weather stations for rainfall frequency analysis using SIR(Sampling Important Resampling) algorithm and Bootstrap method. SIR algorithm is resampling method considering weight in extreme rainfall sample and Bootstrap method is resampling method without considering weight in rainfall sample. Therefore we can consider the difference between SIR and Bootstrap method may be due to the climate change. After the frequency analysis, we compared the results. Then we derived the results which the frequency based rainfall obtained using the data from SIR algorithm has the values of -10%~60% of the rainfall obtained using the data from Bootstrap method.

• Proceedings of the Korea Water Resources Association Conference
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• 한국수자원학회 2022년도 학술발표회
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• pp.325-325
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• 2022

본 연구는 용담댐 유역을 대상으로 현재 기후조건 대비 미래 기후조건에서의 강우 특성의 변화 분석을 목적으로, 대규모 기후 앙상블 모의실험 기반으로 생성된 d4PDF(Data for Policy Decision Making for Future Change)를 적용하였다. d4PDF 자료는 현재 기후조건에서 3000 개의 연 강수 자료를 제공하고, RCP 8.5 시나리오를 따르는 미래 기후조건에서 5400 개의 연 강수자료를 제공하기 때문에, 각 기후조건에서 대규모 표본크기를 이용하는 것이 가능하다. 이는 현재 기후조건과 미래 기후조건 사이의 강수 특성의 변화를 합리적으로 분석할 수 있도록 한다. 연평균강수량 및 계절별 평균강수량은 미래 기후조건에서 10% 이상 증가하였다. 10 mm 이상의 규모를 나타내는 호우의 발생일 수는 3 일에서 4 일 증가하였다. 본 연구는 연 최대 일강우량의 변화 및 특정 장기간 재현기간을 나타내는 확률강우량의 변화도 분석하였다. 그 결과, 미래 기후조건에서 더 높은 평균 및 표준편차를 나타냈다. 이 결과는 미래 기후조건에서 연 최대 일강우량 계열들이 더 높은 규모를 나타내고, 더 넓은 분포 형태를 나타내는 것을 의미한다. 이와 같은 특징은 미래 기후조건의 특정 재현기간을 나타내는 확률강우량의 규모 증가에 영향을 주었다. 현재 기후조건 대비 미래 기후조건의 확률강우량은 재현기간 10 년, 20 년, 50 년, 100 년, 200 년, 400 년에서 약 20% 증가하였다. 이 결과는 특정 규모에서 강우의 재현기간이 미래 기후조건에서 더 짧아지는 것을 의미하며, 또한 극한 규모의 강우량의 발생가능성이 미래 기후조건에서 증가한다는 것을 의미한다. 결과적으로, d4PDF 는 미래 기후에 따른 기존 강우의 특성 및 극한강우량의 변화 분석에 충분히 유용한 자료로 사용될 수 있을 것이다.

• Journal of Practical Engineering Education
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• 제15권2호
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• pp.365-371
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• 2023

In this study, we proposed a plan to educate computer students at industrial specialized high schools about artificial intelligence programming using Raspberry Pi. To create an educational program, we received advice from experts working in schools and industries, analyzed existing research and requirements, designed weekly learning plans, developed teaching materials, and conducted classes. Due to the small number of research subjects, interviews were conducted with students, and the results of the teacher's diary were also presented to derive qualitative research results. The main interview results show that although it is true that interest in the field of artificial intelligence has increased through the class, many responded that the learning content is still difficult. The teacher's diary mainly included information about the latest trends in the industry that informatics and computer teachers should not miss out on. We hope that this study will provide an opportunity to meet the needs of the industry by increasing the proportion of artificial intelligence programming in industrial specialized high schools.

• Journal of the Society of Naval Architects of Korea
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• 제60권6호
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• pp.441-449
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• 2023

With the enforcement of environmental regulations by the International Maritime Organization, the market for eco-friendly ships is expanding, and ships using electric propulsion devices are emerging as a promising solution. Many studies have been conducted to predict the failure of ships, but most of them are mainly research on the main diesel engine of ships. As the ship's propulsion method changes, new data is needed to predict the failure of electric propulsion ships. In this paper aims to analyze the failure characteristics of the electric propulsion system in consideration of the difference in the type of failure between the internal diesel engine and the electric propulsion system. The ship's propulsion unit assumed a DC motor and a signal pattern for normal conditions and general failure modes, but the failure record of the electric propulsion device operated on the actual ship was not available, so it generated a failure signal for small electric motor equipment to identify the failure signal. Assuming unbalance, misalignment, and bearing failure, which are the primary failure modes of the ship's electric motor, a failure signal was generated using a "rotator vibration data generator," and the frequency band, size, and phase difference of the measured vibration signal were analyzed to analyze the characteristics of each failure condition. Finally, the characteristics of each failure condition were identified so that the signals according to the failure type could be classified.

• Journal of Soil and Groundwater Environment
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• 제14권2호
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• pp.10-16
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• 2009

Characteristics of natural radioactivity were investigated for soils collected from seven sites of different bed rocks distributed in the Keum River area of Korea by the use of a Gamma-ray spectrometry. Specific activity (SA) and SA ratio (SAR) of typical naturally occurring radioactive nuclide such as $^{226}$Ra, $^{228}$Ac and $^{40}$K were determined for the soil samples. The SA values of $^{226}$Ra, $^{228}$Ac and $^{40}$K in 41 soils of 7 sites are 26.7-485 (74.2 ${\pm}$ 72.2), 30.9-157 (90.7 ${\pm}$ 32.7) and 203-1558 (990 ${\pm}$ 203) Bq/kg, respectively. The SA of $^{226}$Ra has very different values by the soils and the sites. Especially the SA of $^{226}$Ra in a soil sample of Ogcheon site is 485 Bq/kg while most SA of 41 soil samples are < 100 Bq/kg. SA of $^{228}$Ac has a little different values with the soils and sites, however the SA of $^{40}$K has almost constant values in all soil samples. The SAR values of $^{26}$Ra/$^{228}$Ac, $^{226}$Ra/$^{40}$K and $^{228}$Ac/$^{40}$K in 41 soils of 7 sites are 0.343-6.11 (0.865 ${\pm}$ 0.883), 0.0258-0.759 (0.0814 ${\pm}$ 0.1l17) and 0.0373-0.178 (0.0945 ${\pm}$ 0.0373), respectively. The SARs of $^{226}$Ra/$^{228}$Ac and $^{226}$Ra/$^{40}$K have very different values by the soils and the sites, however the SAR of $^{228}$Ac/$^{40}$K has a little difference by the soil and sites.

• Journal of dental hygiene science
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• 제11권2호
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• pp.99-105
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• 2011

In this study a survey was conducted with 431 students at the department of dental hygiene in three regions from April 2010 to investigate various actual states and levels of perception of their major commitment. Department-Climate and levels of major commitment were classified and described through cross-tabulation analysis; multinomial logistic regression analysis was used to predict the level of major commitment perceived for department climate and identify its influence. Major commitment classified into three levels about Inferiority, Normality and Superiority. Recognition factor of Major field was divided into external factor, eternal factor. External factor classified into professor, friends, facilities, administration-service and quality of education. As well as, eternal factor was department climate. Eternal factor consisted of relationship dimensions, goal-orientation dimensions, system maintenance dimensions and system change dimensions. This study was conducted to get a phenomenal understanding of students' learning in the major field and their school life. With this study, if friends and professor raise students at the Department of Dental Hygiene's department-climate recognition, their major-commitment will rise. And high major-commitment will be bring about their professional ability.

• Pediatric Infection and Vaccine
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• 제18권1호
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• pp.23-30
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• 2011

Purpose : Acinetobacter baumannii is an aerobic, gram negative coccobacillus. Due to its pathogenicity and ability to accumulate diverse mechanisms of resistance, the importance of this organism is increasing. Many reports have targeted adults, and studies of pediatric patients are limited. This study aims to investigate the current status of A. baumannii infection in children. Methods : From January 2001 to December 2008, 505 patients hospitalized with A. baumannii infection were enrolled. Admission records for underlying disease, duration of hospitalization, previous antibiotic use, location of admission, presence of ventilator care, and resistance to antibiotics were retrospectively reviewed and analyzed. Results : Hemato-oncological disease and neurological disease were 30.6% and 24.3% of all cases; therefore, these were the most common underlying diseases of patients with A. baumannii infection. Prevalence of A. baumannii infection was 78.1% in patients with previous antibiotic use, which was higher than that of the group not using previous antibiotic. And prevalence of multi-drug resistant and pan-drug resistant A. baumannii infection was 76.4% and 38.3% in patients with ICU care, 76.8% and 38.9% with ventilator care, and these were higher than the others. Rate of resistance to all groups of antibiotics showed a gradual increase to over 50% in 2008. Multi-drug resistant A. baumannii was 63.5% and pan-drug resistant A. baumannii was 48.2% of all cases. Conclusion : Prevalence of A. baumannii infection and resistance to antibacterial agents of A. baumannii is increasing. Adequate use of antibiotics and infection control should be emphasized in pediatric patients.