• Korean Journal of Construction Engineering and Management
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• v.22 no.5
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• pp.73-85
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• 2021

This study proposes an efficient management direction for Korean construction accident cases through a deep learning-based text data classification model. A deep learning model was developed, which categorizes five categories of construction accidents: fall, electric shock, flying object, collapse, and narrowness, which are representative accident types of KOSHA. After initial model tests, the classification accuracy of fall disasters was relatively high, while other types were classified as fall disasters. Through these results, it was analyzed that 1) specific accident-causing behavior, 2) similar sentence structure, and 3) complex accidents corresponding to multiple types affect the results. Two accuracy improvement experiments were then conducted: 1) reclassification, 2) elimination. As a result, the classification performance improved with 185.7% when eliminating complex accidents. Through this, the multicollinearity of complex accidents, including the contents of multiple accident types, was resolved. In conclusion, this study suggests the necessity to independently manage complex accidents while preparing a system to describe the situation of future accidents in detail.

• Nuclear Engineering and Technology
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• v.26 no.1
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• pp.41-53
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• 1994

A SGTR accident postulated at Kori unit 1 is simulated with Mihama unit experience, which occurred on February 1991, to evaluate the capability of plant to cope with the transient. The system design and plant conditions of Kori Unit 1 are much similar with those of Mihama Unit 2. Therefore, special concern has been given to evaluate the sequence and the resulting consequence of the postulated SGTR accident at the Kori unit 1 An analysis is peformed as realistically as possible, with following the EOP of Kori unit 1. The result indicates that the leak through tube break terminates within about forty minutes, and the Kori unit 1 may be sufficient to cope with SGTR accident with same type of sequence. However, the reconsideration may be required for the design of Kori unit 1 which disconnects non-safety AC power from off-site power on SI signal generation. It may be pointed out that the content of EOP for SGTR accident is not enough to require operator's proper judgements. An analysis of SGTR accident tested in the LSTF which simulated the SGTR accident at the Mihama Unit 2 is peformed using the RELAP5/MOD3. The results indicates that the code yields in general good agreement with the test, except the break flowrate at the early stage of the event.

• Proceedings of the KIEE Conference
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• 2011.07a
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• pp.2154-2155
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• 2011

국내의 전력계통은 송전거리가 짧고, 전력공급의 신뢰도 및 안정도 향상을 위해서 망상구조로 되어있다. 이러한 구조는 사고시 임피던스 저하로 인해 사고전류의 크기가 차단기 차단내력을 초과하게 된다. 또한 전력수요 증가로 인해 사고전류의 크기는 계속 증가하고 있다. 이러한 문제점을 해결하기 위해서 배전계통의 장비 및 대용량 보호 기기로의 교체나 모선 분리 등의 방법을 실시하고 있지만 평사시 계통에 미치는 영향과 손실 발생에 따른 효율저하, 대용량 차단기로의 교체에 따른 경제적인 문제를 수반하게 된다. 이러한 문제점을 효과적으로 해결하기 위해 초전도 한류기가 고안되었다. 본 연구에서는 변압기와 초전도 소자를 이용한 자속 결합형 초전도 한류기의 3상 사고전류제한 실험을 수행하였다. 자속 결합형 초전도 한류기는 평상시 정상 상태에서는 초전도 소자가 저항을 발생시키지 않고, 1, 2차 리액터에서 발생하는 자속은 서로 상쇄되어 전압이 유기되지 않음으로써 아무런 손실 없이 동작한다. 하지만 계통에서 사고가 발생하여 초전도 소자 임계 전류값 이상의 사고전류가 유입되면 초전도 소자가 ��치되어 저항을 발생하게 된다. 또한 병렬로 연결된 2차측 리액터에 사고 전류가 bypass되어 1, 2차 리액터에서 전압이 유기되고 이에 따라 안정적으로 사고전류를 제한하게 된다.

• International Journal of Highway Engineering
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• v.10 no.4
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• pp.127-138
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• 2008

Vehicles have recently become one of the main factors affecting our quality of life, and the needs of vehicles are still increasing. As a result, the growth of vehicles generate more crashes every year. One main factor for vehicle crashes is uncareful driving behaviors. Especially, drowsy or fatigue driving behaviors explain about 10-20% of the crashes, and they cause serious results because of the delay of response time and the decrease of object-recognition. Therefore, this research conducted real time image processing tests in order to study how cellular phone usages and drowy(or fatigue) drives affect driving behaviors. A vehicle simulator was used for this research, and the faceLAB 4.5 of Seeing Machines for eye image tracking tests using a small camera was installed in the front of the simulator, and normal and drowsy(or fatigue) driving patterns were analyzed.

• Journal of Gifted/Talented Education
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• v.21 no.4
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• pp.945-959
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• 2011

Creativity is always important in science gifted education. There are many research results about enhancing the creativity. One of the ways of enhancing students scientific' creativity is to let them think and research like scientists so that they can follow how scientists find problems and solve them. So in this study, scientific creative elements were extracted from the Pauling's detailed examples of research process by using many documents. Abductive reasoning, paradox, changing the perspective, modeling, simplifying, converging thinking, diverging thinking, and metaphorical thinking are thinking methods that were extracted from the Pauling's research process. Repeated experiment, co-experiment, using both theories and experiments, and social obligation as a scientist are research methods. Scientific creative elements that were extracted suggest some direction that have more scientific creativity, more ability to find problems, and more ability to form theories in science education or in science gifted education.

• Journal of the Korean Institute of Gas
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• v.14 no.4
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• pp.1-5
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• 2010

Many sorts of fatal accidents like explosion or fire caused by gas leakage have become a social issue with the increasing use of harmful chemicals in laboratories in universities and enterprise-affiliated research institutes in Korea. Importance of safety management has been emphasized and it made Act on the Establishment of Safe Laboratory Environment enacted not only to protect lives and bodies of people working in laboratories in universities and enterprise-affiliated research institutes but also to make pleasant experimental atmosphere. Safety management system has been built and periodical checkups and safety diagnosis have been implementing in universities and enterprise-affiliated research institutes to prevent such accidents. However, in spite of those actions, continuous accidents make analysis of root cause essential. This study will show results of analysis on incidents and accidents occurred in laboratories in universities and enterprise-affiliated research institutes using Root Cause Analysis Method and propose the direction of safety management.

• Journal of the KSME
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• v.35 no.8
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• pp.691-697
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• 1995

인체 머리부분의 충격력이 가했을 때 어떠한 상해가 발생할 것인가에 대하여 수치해석적인 접 근을 시도하였다. 복잡한 생체구조의 단순화, 비선형적인 재료 특성으로 인하여 해석 결과는 정 량적인 정확성보다 정성적인 경향성에 보다 큰 의미가 있다고 할 수 있으며, 앞으로 개선할 여 지가 많다고 할 수 있다. 또 의학적인 부분에 관한 기초지식이 필요하기 때문에 의학계의 조건 또는 의학계와의 공동 연구가 요망된다고 하겠다. 해석 결돠의 검증은 과거에는 주로 사체 및 동물 심험에 의하여 행해졌으나 현재에는 사체 실함이 금지되어 있고, 동물(원숭이, 개, 돼지 등 )을 이용한 실험도 동물 보호단체의 반발로 여의치 않은 형편이다. 현재는 교통사고 등에서의 사체 부검 및 사고 상황의 역추적에 의해 생체 실함을 대신할 데이터가 마련되고 있으나, 정확한 사고 상황을 파악하는 것 자체가 또한 어려운 작업이다. 그래서 각 나라에서 일부분씩 가지고 있는 생체에 대한 데이터를 모아 전세계적인 데이터 베이스를 만들어 공유하려는 작업이 진행 되고 있다. 이렇게 실험이 불가능하거나 어려운 상황하에서는 수치 시뮬레이션이 주요한 해석 수단이 될 수 있을 것이라 생각된다.

• Proceedings of the KAIS Fall Conference
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• 2010.05a
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• pp.30-33
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• 2010

현재 정부는 국가차원의 녹색성장에 따른 신재생에너지의 확대보급 활성화 방안에 따라 지자체 와발전사업자 등의 분산전원 도입계획은 많은 반면, 아직 국내에는 분산전원의 연계에 따라 문제점으로 지적되는 사고전류의 증가, 보호협조의 문제 등 분산전원의 도입 시 배전계통에 끼치는 영향과 문제점에 대한 구체적인 분석이 필요한 실정이다. 본 논문에서는 배전계통 모의실험 장치 및 분산전원 모의실험 장치를 구성하여 분산전원에 의한 비상사고 시 계통의 전류변동을 계전장치 VIPAM3000을 통해 사고 상태에 대한 전류특성을 연구 하여 이에 대한 해결책을 제시 하였다.

• The Journal of the Korea Contents Association
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• v.16 no.8
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• pp.470-476
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• 2016

Recently performing arts pursue a new rootage of the collective intelligence that seeks experimental thinking and diversity in creative convergence. Understanding in this way the concept of artist's horizontal creation structure and individual communication of the public, this study tries to analyze ${\ll}God's\;Eye\;View{\gg}$, an example of convergent performing art. The result of analysis is as follows. The convergence in performing art could be approached through experiential thinking and diachronic of artists by genre, and the interpretation and its value of the result of work be shared horizontally. ${\ll}God's\;Eye\;View{\gg}$ express a dynamic communication and meaning of poetic image, and shows the experimental creation of convergence and the individual communication ability of collective intelligence as a new value of convergence.

• Journal of Digital Convergence
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• v.16 no.8
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• pp.221-231
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• 2018

The purpose of this study was to identify the effect of simulation integrated with problem based learning(SIM-PBL) on nursing students. A non-equivalent pre-post test of quasi-experimental design was used. 37 were assigned to an intervention group and 41 to a control group. SIM-PBL was applied to intervention group and simulation was applied to control group. Data were analyzed using the SPSS 20.0 program. There were significant increases in system thinking(t=2.14, p=.036), proactivity in problem solving(t=2.07, p=.042), and performance ability for medication(t=5.26, p=<.001) in the intervention group compared to the control group. However, there was no difference in learning flow between the intervention and control groups. In order to adapt to the clinical setting, it is necessary to consider the SIM-PBL needs to be considered in the curriculum of nursing students.