• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 2002년도 추계학술대회 및 정기총회
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• pp.195-198
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• 2002

고농도오존이 발생되는 원인과 환경적 요인의 상호관계를 모델링하기 위해 신경회로 망과 같은 지능제어 기법들이 많이 적용되어 왔다 분석과 모델링을 위해 유전자 알고리즘과 같은 최적화 방법을 적용하기도 하지만, 고농도 오존이 발생되는 메커니즘이 매우 복잡하고, 비선형적이며, 패턴파악이 어렵기 때문에 고농도 오존의 예측 모델링에는 여전히 문제점이 있다 따라서 본 논문에서는 신뢰수준과 신뢰구간을 이용하여 초농도 오존을 예측할 수 있는 모델링 방법을 서술하였다 예측값의 신뢰수준의 평가는 예측에 대한 실측값을 구하여 신뢰구간내의 데이터의 개수를 파악함으로써 신뢰성을 평가할 수 있다. 또한 이 테스트는 우리가 가지고 있지 않은 데이터에 대한 유효성을 평가하는데 적용될 수 있다 그리고 본 논문에서는 GMDH(Group Method of data handling)의 전형적인 알고리즘에 바탕을 두고 있는 DPNN(Dynamic Polynomial Neural Network)를 이용하여 예측 모델을 구성하였다. DPNN은 데이터 해석이 용이하고 비선형적인 동적 시스템 예측에 유용하게 적용될 수 있는 장점을 가지고 있다.

• 한국응급구조학회지
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• 제13권3호
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• pp.5-17
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• 2009

Purpose : This study was to examine the knowledge and attitude about cardiopulmonary resuscitation(CPR) for nursing students, and to basic data with CPR education program for nursing student. Method : 128 nursing students filled out a self-administered questionnaires. The data were collected by CPR knowledge and attitude modified by the authors based on Kim's inventory (2008). Result : Nursing students weren't knowledgeable nor confident of CPR. But they had positive attitude about as a first responder. Conclusion : Intensive education by the level of knowledge should be provided for nursing students to master the knowhow of CPR, especially cardiac compression, and evaluation should be reinforced as well. And an education should be offered to enhance their confidence CPR performing CPR.

• International Journal of Reliability and Applications
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• 제2권2호
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• pp.107-115
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• 2001

This paper considers some reliability indices, such as availability, average availability, reliability and steady state availability, of a redundant system with the function of switchover processing. We also derive the confidence limits for steady state availability of such system. The system, which is considered in this paper, consists of an active unit, a standby unit and a switchover device. In addition, the switchover processing is controlled by a control module. The effect of failure of the control module is taken into account to develop our reliability model for the redundant structure. Numerical examples are presented to illustrate our results.

• Advances in concrete construction
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• 제3권3호
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• pp.161-185
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• 2015

FRP confining is a widely used method for seismic retrofitting of concrete columns. Several studies investigated the stress-strain behavior of FRP confined concrete prisms with square and rectangular sections both experimentally and analytically. In some studies, the monotonic stress-strain behavior of confined concrete was investigated and compressive strength models were developed. To study the reliability of these models, thorough statistical tests are required. This paper aims to investigate the reliability of the presented models using statistical tests including t-test, wilcoxon rank sum test, wilcoxon signed rank test and sign test with a level of significance of 5%. Wilk Shapiro test was also employed to evaluate the normality of the data distribution. The results were compared for different cross section and confinement types. To see the accuracy of the models when there were no significant differences between the results, the coefficient of confidence was used.

• 대한안전경영과학회:학술대회논문집
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• 대한안전경영과학회 2008년도 추계학술대회
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• pp.145-152
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• 2008

Single PPM Quality Innovation Movement is originally developed quality program in Korea for supplier's quality level-up since 1995. The quality target is below the 10ppm(parts per million) in outgoing quality and delivered goods plus field claim. This Single PPM Quality Innovation Movement program was conducted to realize the anticipated results not only due to management result level's increasing, but also the company's confidence and competitiveness. This study attempted to find the mutual influences on the participation of the constituent members, satisfaction of the constituent members and results of the management from Single PPM Quality Innovation Movement. The reliance analysis for the measurement material on the questionnaire was verified by Cronbach's alpha coefficient. Participation of the constituent members, satisfaction of the constituent member and result of the management, the influences upon Single PPM improvement degree level were verified through the structural analysis by using SPSS statistic package. The influence evaluation among the groups was evaluated by the structure equation.

• ETRI Journal
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• 제45권3호
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• pp.479-491
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• 2023

The automation of agricultural machines is an irreversible trend considering the demand for improved productivity and lack of labor in handling agricultural tasks. Unstructured working environments and weather often inhibit a seemingly simple task from being fully autonomously performed. In this context, we propose a remote driving system (RDS) to aid agricultural machines designed to operate autonomously. Particularly, we modify a commercial speed sprayer for orchard environments into a robotic speed sprayer to evaluate the proposed RDS's usability and test three sensor configurations in terms of human performance. Furthermore, we propose a confidence error ellipsebased task performance measure to evaluate human performance. In addition, we present field experimental results describing how the sensor configurations affect human performance. We find that a combination of a semiautonomous line tracking device and a wide-angle camera is the most effective for spraying. Finally, we discuss how to improve the proposed RDS in terms of usability and obtain a more accurate measure of human performance.

• Corrosion Science and Technology
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• 제4권4호
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• pp.155-163
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• 2005

Heavy duty coating are required to have minimum durable period of 15 years under average usage environment because these paints are coated with purpose of anti-corrosion, antifouling, plastering etc. Onto steel structures constructed upon land and sea and other ferrous structures of electric power generation plants, electricity transmission towers, large structures of various plants, etc. Therefore we tried to estimate heavy duty coating longevity through reliability evaluation method and used combined cyclic anti-conrrosion test method composed of drying, moisturizing and salt spray as for accelerated life test to estimate longevity. Accelerated life test hours to heavy duty coating of first grade (with longevity not less than 15 years) specification may be obtained from troubleless test hours $t_n=\frac{B_p}{n^{1/\beta}}\left[\frac{1n(1-CL)}{1n(1-p)} \right]^{1/\beta}=19.671$ (yr) where shape parameter $\beta=1.1$, confidence level CL=80 %, warranty life $B_{10}=15$ yr and sampling size n=10 (2 sets). Because acceleration factor {AF} found by accelerated test is 41.7, accelerated life test hours required may be represented about 4,132 hr so that if this amount of hours is converted to number of cycles(6 hr/cycle) of complex cycle corrosion resistance test then the amount is tantamount about 690 cycles. That means if there does not occur trouble failure (with defect factor sum not more than 20) during when there is performed 690 cycles of combined cyclic anti-corrosion test to heavy duty coating specimen then it signifies that there can be warranted longevity $B_{10}$ of 15 yr under condition of confidence level CL=80 %.

• 대한토목학회논문집
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• 제34권5호
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• pp.1535-1545
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• 2014

본 연구는 교통 및 도로의 특성을 고려하여 DSRC 교통정보의 신뢰성을 향상시키는 것을 목표로 하고 있다. 먼저, 본 연구에서는 도시고속도로에서의 DSRC 수집 데이터의 특성과 이상치 데이터 발생의 문제점을 분석하였다. 그 다음으로, 이상치 제거의 최적 방안을 적용하여 신뢰성 있는 교통정보를 생성하였다. 이상치를 제거한 후, 정확성 평가와 신뢰수준별 표본수의 적정성 여부에 대해서도 수행하였다. 그 결과, 평균절대오차백분율(MAPE)는 2.2%~9.7%이고, 평균제곱근오차(RSME)는 2.2~7.5로 분석되어, 실제 평균 통행속도와 매우 유사한 값으로 나타났다. 또한, 오전 오후 첨두시간대의 표본수는 신뢰수준 95%, 90%, 허용오차 5kph 범위에서 매우 적정한 것으로 분석되었다.

• 한국지구과학회지
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• 제36권4호
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• pp.360-366
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• 2015

이 연구의 목적은 STEAM 프로그램이 고등학생의 정의적 영역에 미치는 효과를 알아보는 것이다. 이를 위해 '산사태와 우리생활'을 주제로 한 STEAM 프로그램을 개발하여 고등학교 과학 동아리 학생 16명에게 7주 동안 적용하였다. 정의적 영역에 관한 과학적 태도 검사를 사전과 사후에 실시하였으며, 프로그램 적용이 끝난 후 STEAM 프로그램에 관한 설문조사 및 심층인터뷰를 실시하였다. 과학적 태도의 관점에서 STEAM 프로그램은 즐거움, 가치, 자신감, 그리고 일반적인 과학적 태도에서 긍정적 효과를 가져 온다는 것이 나타났다. 프로그램 평가 설문지 결과를 살펴보면 정의적 영역에 도움이 되었다고 응답한 학생이 가장 많았으며 인지적 영역에서도 긍정적 변화가 있음이 확인되었다.

• Child Health Nursing Research
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• 제13권3호
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• pp.257-264
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• 2007

Purpose: The purpose of this study was to develop an effective obesity management program for elementary school children, based on the motivation theory. Method: This study was a methodological study. A child obesity management program, based on the motivation theory was developed, a web site was made and children with obesity participated in the internet program. After the children finished the program, they evaluated the clinical validity of the program. The clinical validity was tested from Jun 12 to 16, 2006. The participants were 6 students. The evaluation tool was Keller's IMMS(Instructional Material Motivation Survey). Data were evaluated using $means{\pm}SD$ for four major components A,R,C,S (Attention, Relevance, Confidence, Satisfaction), based on ARCS in the motivation theory. Results: The program developed in this study was named 'ARCS children obesity escape', and the URL is 'http://www.119kid.co.kr'. Regarding the four components of ARCS, the overall reaction of participants showed that they were very highly motivated by this program. Conclusion: Utilizing the ARCS motivation strategies for solving obesity problems for children is an effective method to motivate the management of obesity, and can increase achievement motivation, attention, relevance, confidence, and satisfaction with the management of obesity. Thus, the program developed in this study is expected to reduce obesity in children, and become an important guide for obesity management and health improvement for children.