• Journal of the Korean Society of Marine Environment & Safety
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• v.27 no.1
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• pp.53-59
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• 2021

The marine transport industry generally applies new technologies later than other transport industries, such as airways and railways. Vessels require efficient operation, and their performance and lifespan depend on the level of maintenance and management. Many studies have shown that corrective maintenance (CM) and time-based maintenance (TBM) have restrictions with respect to enabling efficient maintenance of workload and cost to improve operational efficiency. Predictive maintenance (PdM) is an advanced technology that allows monitoring the condition and performance of a target machine to predict its time of failure and helps maintain the key machinery in optimal working conditions at all times. This study presents the development of a marine predictive maintenance (MPdM; maritime predictive maintenance) method based on applying PdM to the marine environment. The MPdM scheme is designed by considering the special environment of the marine transport industry and the extreme marine conditions. Further, results of the study elaborates upon the concept of MPdM and its necessity to advancing marine transportation in the future.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.22 no.4
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• pp.611-620
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• 2021

The maintenance industry is mainly progressing based on condition-based maintenance after corrective maintenance and preventive maintenance. In condition-based maintenance, maintenance is performed at the optimum time based on the condition of equipment. In order to find the optimal maintenance point, it is important to accurately understand the condition of the equipment, especially the remaining useful life. Thus, using simulation data (C-MAPSS), a prediction model is proposed to predict the remaining useful life of a turbofan engine. For the modeling process, a C-MAPSS dataset was preprocessed, transformed, and predicted. Data pre-processing was performed through piecewise RUL, moving average filters, and standardization. The remaining useful life was predicted using principal component analysis and the k-NN method. In order to derive the optimal performance, the number of principal components and the number of neighbor data for the k-NN method were determined through 5-fold cross validation. The validity of the prediction results was analyzed through a scoring function while considering the usefulness of prior prediction and the incompatibility of post prediction. In addition, the usefulness of the RUL prediction model was proven through comparison with the prediction performance of other neural network-based algorithms.

• Transactions of the Korean Society of Mechanical Engineers A
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• v.33 no.12
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• pp.1482-1487
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• 2009

In this study statistical analysis was performed for NDI(Non-Destructive Inspection) results of F100 engine front seal support assembly. NDI results can be statistically considered as Quantal Response Data. It is found that the suitable probability distribution to the failure data is normal distribution through MLE(Maximum Likelihood Estimation) of the Quantal Response Data. Moreover, Cumulative Distribution Function, failure rate function and B-Life are calculated on the supposed distribution.

• Proceedings of the Korea Water Resources Association Conference
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• 2020.06a
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• pp.408-408
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• 2020

「하천법」제3조는 국가는 하천에 대한 효율적인 보전·관리를 위하여 하천에 관한 종합적인 계획을 수립하고 합리적인 시책을 마련할 책무를 지게 하고 있다. 현재 전국에는 총 5,937개의 하천이 존재하며 국가와 국민의 일상생활에 큰 기여를 한다. 국가하천의 경우 하천의 크기 및 지리적 위치 등의 측면에서 볼 때 지방하천, 소하천보다 주요한 역할을 수행하며, 국토교통부의 예산에서도 큰 비중을 차지하고 있다. 국토교통부의 2020년 예산서를 살펴보았을 때 '국토 및 지역개발' 예산 1조 1666억9600만원 중 76.53%를 차지하는 8928억7300만원이 '국가하천정비지원', '국가하천정비'에 활용된다. 이처럼 국가하천의 정비를 위해 매년 많은 예산을 투자하고 있으며 여러 사업을 수행 중에 있으나 사업종료 후 사업에 관한 적절한 평가는 이뤄지지 않고 있다. 국토부에서는 「하천에 관한 사무처리규정」에 따라 매년 6월 국가하천 제방정비에 관한 평가를 수행 중에 있으나, 이는 제방에 관한 평가만을 수행하며 사업 자체에 관한 평가는 이뤄지지 않고 있는 실정이다. 본 연구에서는 많은 예산과 관심이 집중되는 국가하천사업이 완료되고 난 후 사업에 관한 평가를 통해 각 사업별 비교·분석이 가능한 표준 평가기법을 개발하고자 하였다. 평가지표의 경우 사업이 진행되는 단계인 '기본계획수립 단계', '실시설계 단계', '시공 단계' 세 단계로 나누어 구성하였으며, 총점이 100점이 되도록 구성하였다. 평가기법의 경우 우선 국가하천사업을 중심으로 평가하도록 하였으나 추후 지방하천, 소하천사업에서도 활용될 수 있도록 개발하였다. 평가기법의 활용성을 검증하기 위하여 Test-bed 사업들을 대상으로 평가지표를 적용하였으며, 필요한 수정·보완사항을 도출하였다. 이러한 하천사업 사후 평가기술의 개발로 사업 간의 비교·분석이 가능해질것이며, 각 평가결과를 바탕으로 향후 하천사업의 계획, 설계 시 벤치마킹이 가능할 것으로 기대한다.

• Proceedings of the Korean Operations and Management Science Society Conference
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• 1996.10a
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• pp.121-124
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• 1996

본 연구에서는 개선된 계층적 분석과정(AHP)을 사용하여 국산 신형 중형차의 우선 순위를 평가한다. AHP 모형은 외관, 성능, 안전성, 경제성, 영업사원, 사후정비의 주 기준과 39개 세부기준으로 구성된다. 구현의 특징을 (1) 샘플 크기가 작은 그룹의사결정 문제로 한정할 때, 한 의사결정자의 전체 쌍비교 행렬보다는 일관성비율이 한계치 이하의 행렬 만을 고려하였고, (2) 중요도 도출 과정에서 평가기준은 쌍비교 방식을, 대안은 레이팅 기법을 결합하였으며, (3) 그룹 중요도는 일관성 비율의 역수를 사용하였다. 사례 연구로 국내 자동차 판매 영업대표와 운전자를 대상으로 각각 평가기준에 대한 중요도와 레이팅 값을 도출, 3대 경쟁 차조의 우선순위를 비교 분석한다.

• Journal of architectural history
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• v.23 no.4
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• pp.19-33
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• 2014

Recently, conservation and utilization of cultural heritage has been regarded as importance. So, various research papers about maintenance of the remains have been presented in many conferences. But most of researches have focused on introduction about maintenance methods and explanation about maintenance concepts of remains. And even in case of a few papers treated post-evaluation about maintenance of the remains the criteria of the evaluation has tended to somewhat subjective. So, the purpose of this study is to show the objective post-evaluation indexes which was developed by Delphi AHP methods. This research was proceeded in two stages. First, we arranged the evaluation index in a hierarchy to be made through the analyses about references and researches about maintenance of remains. 304 evaluation articles were elicited through the process. And then, elicited evaluation articles were classified with 'conservation' and 'utilization'. Second step was to figure out importance and validity of hierarchical evaluation articles with twice questionnaire surveys. This research used interval scale to comprehend validity and AHP method to evaluate relative importance of each other articles.

• KSCE Journal of Civil and Environmental Engineering Research
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• v.40 no.4
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• pp.429-435
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• 2020

North Korea declared itself complete with nuclear force after its sixth nuclear test in 2017. Despite efforts at home and abroad to denuclearize the Korean Peninsula, the prospects for the denuclearization are not bright. Along with political and diplomatic efforts to deter NK's WMD threats, the government is required to strengthen its consequence management capabilities against 'catastrophic situations' expected in case of emergency. Accordingly, this study was conducted to present measures to strengthen follow-up management against CBRN threats. The research model was partially supplemented and utilized by the THIRA process adopted and utilized by the U.S. Department of Homeland Security among national-level disaster management plan development models. Korea's consequence management (CM) system encompasses risk and crisis management on disaster condition. The system has been carried out in the form of a civil, government and military integrated defense operations for the purpose of curbing the spread or use of CBRNs, responding to threats, and minimizing expected damages. The preventive stage call for the incorporation of CBRN concept and CM procedures into the national management system, supplementing the integrated alarm systems, preparation of evacuation facilities, and establishment of the integrated training systems. In the preparation phase, readjustment of relevant laws and manuals, maintenance of government organizations, developing performance procedures, establishing the on-site support systems, and regular training are essential. In the response phase, normal operations of the medical support system for first aid and relief, installation and operation of facilities for decontamination, and development of regional damage assessment and control guidelines are important. In the recovery phase, development of stabilization evaluation criteria and procedures, securing and operation of resources needed for damage recovery, and strengthening of regional damage recovery capabilities linked to local defense forces, reserve forces and civil defense committees are required.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.19 no.6
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• pp.213-218
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• 2019

The purpose of this study is concerned with the development of production for heavy industrial and militaries weapon systems in the field of industries and militaries in Korea. In managing the discontinuance and obsolescence of components and systems. Particularly, defense heavy industries are supporting the designs and production of heavy and weapon systems. Therefore, it is more realistic to manage the discontinues of components and systems, but Heavy and Militaries supports the maintenance of the weapon systems from the maintenance and repairs stage, Discontinued management are imperturbable reality and are moving to be reactive. In order to maintain and operate expensive heavy and weapon systems, it is necessary to manage the Total Life Cycle supportability of the components and systems. Proactive management should be preceded by active management rather than reactive management. In addition, the Information Systems will make you suitable management systems.

• The Journal of the Korea Contents Association
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• v.16 no.5
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• pp.269-281
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• 2016

This research made a evaluation indicators of public management system for operating efficient urban and housing redevelopment. We analyzed how satisfaction of participants about the evaluation indicators are used to parameters and affects intension of participation structure by using PLS structural equation model. We choose result evaluation tools: Foucs Group Interview and Balanced Score Card for appraising public management system. Specifically, We categorized setting business planning and selecting business tool, operating participation groups, motivating participation, post management and sustainability, and economics of business. As a results of the evaluation, setting business planning and selecting business tool, post management and sustainability, and economics of business influence comprehensive satisfaction. Post management and sustainability, economics of business, and setting business planning and selecting business tool turned out that they are very influential in the arranged order.

• Proceedings of the Korean Institute Of Construction Engineering and Management
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• 2008.11a
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• pp.601-605
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• 2008

In the current Public-Private Partnership, Applying Ex-post management is rising after the completion of construction. So, Advanced countries of construction are getting additional profit from Re-financing while repairing system about Re-financing. But within the our country positive introduction is difficult because of insufficient of social sympathy about Re-financing, shortage of support from government and imperfection of detail regulation. So this study analyzes the cases of Ex-post management Which are applied to Public-Private Partnership that is adopted by project financing in domestic and overseas field and considers plans which can apply more efficiently in Public-Private Partnership. We anticipate that the results of this study can be utilized for materials that can help people who want to understand hereafter introduction of Ex-post management in domestic Public-Private Partnership and expect that the materials can be used for data developing system of Ex-post management.