• 제목/요약/키워드: operating knowledge

검색결과 459건 처리시간 0.03초

Design Patterns for Building Context-Aware Transactional Services in PaaS-Enabled Systems

  • Ettazi Widad;Riane Driss;Nassar Mahmoud
    • International Journal of Computer Science & Network Security
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    • 제23권7호
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    • pp.91-100
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    • 2023
  • Pervasive computing is characterized by a key characteristic that affects the operating environment of services and users. It places more emphasis on dynamic environments where available resources continuously vary without prior knowledge of their availability, while in static environments the services provided to users are determined in advance. At the same time, Cloud computing paradigm introduced flexibility of use according to the user's profile and needs. In this paper, we aimed to provide Context-Aware Transactional Service applications with solutions so that it can be integrated and invoked like any service in the digital ecosystem. Being able to compose is not enough, each service and application must be able to offer a well-defined behavior. This behavior must be controlled to meet the dynamicity and adaptability necessary for the new user's requirements. The motivation in this paper is to offer design patterns that will provide a maximum of automatism in order to guarantee short reaction times and minimal human intervention. Our proposal includes a cloud service model by developing a PaaS service that allows CATS adaptation. A new specification for the validation of CATS model has been also introduced using the ACTA formalism.

FAULT DIAGNOSIS OF ROLLING BEARINGS USING UNSUPERVISED DYNAMIC TIME WARPING-AIDED ARTIFICIAL IMMUNE SYSTEM

  • LUCAS VERONEZ GOULART FERREIRA;LAXMI RATHOUR;DEVIKA DABKE;FABIO ROBERTO CHAVARETTE;VISHNU NARAYAN MISHRA
    • Journal of applied mathematics & informatics
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    • 제41권6호
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    • pp.1257-1274
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    • 2023
  • Rotating machines heavily rely on an intricate network of interconnected sub-components, with bearing failures accounting for a substantial proportion (40% to 90%) of all such failures. To address this issue, intelligent algorithms have been developed to evaluate vibrational signals and accurately detect faults, thereby reducing the reliance on expert knowledge and lowering maintenance costs. Within the field of machine learning, Artificial Immune Systems (AIS) have exhibited notable potential, with applications ranging from malware detection in computer systems to fault detection in bearings, which is the primary focus of this study. In pursuit of this objective, we propose a novel procedure for detecting novel instances of anomalies in varying operating conditions, utilizing only the signals derived from the healthy state of the analyzed machine. Our approach incorporates AIS augmented by Dynamic Time Warping (DTW). The experimental outcomes demonstrate that the AIS-DTW method yields a considerable improvement in anomaly detection rates (up to 53.83%) compared to the conventional AIS. In summary, our findings indicate that our method represents a significant advancement in enhancing the resilience of AIS-based novelty detection, thereby bolstering the reliability of rotating machines and reducing the need for expertise in bearing fault detection.

The Key Factors of Successful Foreign Direct Investment (FDI) in China

  • Wei-Keon ZHANG
    • 산경연구논집
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    • 제14권11호
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    • pp.27-35
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    • 2023
  • Purpose: China's economy has changed considerably in recent decades. By delivering a comprehensive knowledge of the elements that support successful foreign direct investment (FDI) in China and practical insights for multinational firms operating in this dynamic environment, this research offers a new perspective and sets itself apart from previous studies. Research design, data and methodology: It is necessary to give a thorough overview of the body of information on successful FDI in China, which justifies the adoption of a systematic literature review. The study may use a wide range of studies because of this methodology, which guarantees that inferences have a solid and supported basis in data. Results: The findings in the present study have clarified how China's government policies and regulatory framework affect foreign direct investment (FDI). Previous studies have indicated that regulatory changes can significantly impact FDI. For instance, more foreign direct investment (FDI) has been drawn to liberalized industries such as technology and finance. Conclusions: In conclusion, for foreign direct investment (FDI) to be successful in China, it is essential to consider these four factors: local partnerships and cultural adaptation, market research and entry strategy, regulatory environment and policy support, and risk management and contingency planning.

4개 모델에 따른 항공기의 대기 부식성 모의 결과 비교 (A Comparison of Four Atmospheric Corrosivity Modeling Results for Aircraft)

  • 우무성;이재원;이지혜;우경진;박종철
    • 한국항공운항학회지
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    • 제31권3호
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    • pp.79-92
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    • 2023
  • Aluminum alloys are important materials in modern aircraft. Aircraft failures due to corrosion are fatal and costly. Thus, information about the atmospheric corrosion of aluminum is helpful for aviation safety. This study employed four corrosion models and 12 environmental variables to improve knowledge of aluminum atmospheric corrosivity: PACER LIME, ICP, ISO CORRAG, and a modified model of CORRAG. This study applied each model on 47 aircraft operating bases in Korea and compared the results. In the results, The risk of corrosion was different for each model. The cause was the difference in environmental variables according to the model. Especially, the effect of ozone, which has recently been increasing, was shown in the results of PACER LIME. These findings suggest that caution is needed when assessing atmospheric corrosion risk as a single model. Furthermore, it means that the application and integration of various models are needed to improve atmospheric corrosion risk assessment.

충북대표도서관 건립 기본계획 수립에 관한 연구 (A Study on the Establishment of the Chungcheongbuk-do Central Library)

  • 노영희;노지윤;장인호;고재민;강정아
    • 정보관리학회지
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    • 제41권1호
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    • pp.241-260
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    • 2024
  • 본 연구는 충북대표도서관의 건립 기본계획 수립을 위한 기초연구이다. 이를 위해 본 연구에서는 충청북도의 지역 여건을 조사하고, 전국 공공도서관과 주요 대표도서관의 소장 자료 현황, 이용 현황, 직원 수, 프로그램 현황 등을 분석하였다. 이를 토대로 SWOT 분석을 실시하여 충북대표도서관의 건립 기본계획을 위한 비전과 목표, 추진전략을 도출하였다. 연구 결과를 기반으로 충북대표도서관이 수행해야 하는 사명은 "지식과 문화의 교차로, 도민의 삶과 동행하며 함께 성장하는 도서관"으로 제시하였다.

Evaluating direct vessel injection accident-event progression of AP1000 and key figures of merit to support the design and development of water-cooled small modular reactors

  • Hossam H. Abdellatif;Palash K. Bhowmik;David Arcilesi;Piyush Sabharwall
    • Nuclear Engineering and Technology
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    • 제56권6호
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    • pp.2375-2387
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    • 2024
  • The passive safety systems (PSSs) within water-cooled reactors are meticulously engineered to function autonomously, requiring no external power source or manual intervention. They depend exclusively on inherent natural forces and the fundamental principles of reactor physics, such as gravity, natural convection, and phase changes, to manage, alleviate, and avert the release of radioactive materials into the environment during accident scenarios like a loss-of-coolant accident (LOCA). PSSs are already integrated into such operating commercial reactors as the Advanced Pressurized Reactor-1000 MWe (AP1000) and the Water-Water Energetic Reactor-1200 MWe (WWER-1200) are adopted in most of the upcoming small modular reactor (SMR) designs. Examples of water-cooled SMR PSSs are the passive emergency core-cooling system (ECCS), passive containment cooling system (PCCS), and passive decay-heat removal system, the designs of which vary based on reactor system-design requirements. However, understanding the accident-event progression and phases of a LOCA is pivotal for adopting a specific PSS for a new SMR design. This study covers the accident-event progression for direct vessel injection (DVI) small-break loss-of-coolant accident (SB-LOCA), associated physics phenomena, knowledge gaps, and important figures of merit (FOMs) that may need to be evaluated and assessed to validate thermal-hydraulics models with an available experimental dataset to support new SMR design and development.

고등학생의 영양 관련 문제점 분석 및 영양 교육 프로그램 개발 ( II ) - 고등학생 대상 영양 교육 프로그램 개발 - (Problems Analysis Related to Nutrition and the Development of Nutrition Education Programs for High School Students(II) - A Study Centered on the Development of Nutrition Education Programs for High School Students -)

  • 이은주;소혜경;최봉순
    • 동아시아식생활학회지
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    • 제17권3호
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    • pp.351-363
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    • 2007
  • Previously, we analyzed for nutrition knowledge and the use of nutrition knowledge in the everyday lives of students in order to develop nutrition education programs that focus on desirable behavior change. From this, we found that female students desired to participate in nutrition education more than male students, and regarding their concerns for nutrition education, 73.2% of the females and 50.0% of the males displayed interest in 'obesity and the regulation of body weight'. Therefore, this study showed female students give more attention to the obesity and the regulation of body weight than male students(p=.000<.001). In addition, female students had higher interests($8.63{\pm}1.67$) than male students ($7.45{\pm}2.03$) in nutrition knowledge(p=.000<.001). By investigating the use of nutrition knowledge in everyday life, our research indicated that the actual use of nutrition knowledge was less. To encourage students to persue dietary lives addressing the concerns confirmed above, the following needed to occur. 1) Provide them nutrition information for the main processed foodstuffs encountered when dining out(breads, cakes, cookies, and carbonated beverage). 2) Teach them to read food nutrition labels. 3) Help them find a lifestyle connection through lasting self-management methods and the generation of social support. Accordingly, this required developing effective and practical nutrition education programs that considered regional characteristics and gender differences. The most important factors considered during nutrition education program development were the need for motivation and ongoing education by stage of change, rather than temporal education through specific problem analysis, in order that those being educated may bring about a change of behavior by themselves. Therefore, from this study, we have suggested the use of multilateral operating strategies for successful nutrition education. In addition the phase model of behavior change should be applied. Our programs were aimed at self owned nutritional management so that students could master their own methods for acquiring skills and enjoying dietary life. The research may be summed up as follows. First, the purpose of education at the recognition stage of change was to attempt motivation for nutrition improvement, by analyzing the problems such as food buying habit and the main purchasing viewpoints when dining out. Second, the purpose of education at the action stage of change was to help students acquire of concrete methods for behavior modification by linking the program to their home as well as to teachers with various activities that suited the situation at school. This was done by analyzing the processes and decisions pertaining to dining out the main processed foodstuffs and principal components, etc. through data and experimental practice. Third, the purpose of education for changing of habits and values, or the maintenance stage, was to investigate the various reasons that undesirable behaviors were induced, and then determine a lasting self-management method as well as how to generate social support. If the nutrition education program developed in this study is utilized on site, someone in the primary role as the nutrition educator and trained specifically in nutrition, can help induce the health promotion in the community as well as lasting dietary management, by executing a link with families in parallel with educating teaching staff and students' parents. In addition, this program can playa role in the government policies related to the health promotion for our youth who are the foundation of our nation and who can enhance our national competitive power.

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어촌지도사업의 평가 (An Evaluation on the Operating of Fisheries Extension Services)

  • 최정윤
    • 수산경영론집
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    • 제17권2호
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    • pp.65-106
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    • 1986
  • 1, The Purpose of Study This is a study on the Evaluation of the operating of Fisheries Extension Services of Korea, for performing the activities such as guiding fisheries technique as well as offering industrial information to the fishermen in fishing village. By doing so, the Fisheries Extension Sevices(FES) can materialize the continued growth of fisheries, the social and economic development of fishing village, and the increase in income by enhancing the knowledge level of Fishermen, etc. In performing fisheries policy, this activity plays a great role on the research and development activity, and it has become practical since 1976 in Korea. In order to meet immediately with the problem of fisheries technical innovation and rapid environmental changes surrounding the fisheries, the fishermen should not only enhance their scientific and comprehensive capacity in fisheries technique but abtain various effective information. Generally, as most of all the fishemen are poor in the managerial structure and scattered in fishing villages, they have little opportunity in the contact of information. As a result, it is nessessary for the FES to perform the fishing business by the extension service officials who has received special training and acquired fisheries know-how in these fields. And yet, FES is under the unfullfilled circumstance in such factors as manpower, technical know-how, equipment, and the service system etc., which is required in promoting the social, economic development of fishing village and in resolving the high technique demand of fisherman. This study on the fisheries extension services have been studied from those backgrounds. 2. Research Method The data of collecting methods which were necessary in carrying out this study was adopted by the questionaire research on the present extension service activity, through the subject of the extension services (driving agency of the work and the officials), the object(fishemen) and the 3rd observers to the extension services (the authorities concerned). The research sample was taken by the sampling extraction of total 1, 774 men from the above 3 groups. And the research was carried out from August, 1986 to October, 1986, supported from the Fisheries Extension Office (FEO) located in field during the research process. In this study, the levels of the extension operating were determined and estimated in accordance with the extension service method, morale of extension service officials and the extension service system, etc. through the collected data of the research questionaire paper. And based on this result, the essential conditions of the extension services were grasped, and also we tried to present the various activity plan necessary to promote the operating of the extension services. The questionaire research data was calculated by the computer center of National Fisheries University of Pusan, and the total result was again tried on the one demension analysis along with two dimension analysis to search out the relativity between the questionaire, and the statistical test was done $\chi$$^2$test in significance level of l~5%. 3. Contents of Study This study consists of 7 chapters and the contents are as follows : Chapter I : The object and method of the study Chapter II : The assessment and analysis of the extension services Chapter III : The contents and method of the extension services Chapter IV : Analysis of the essential conditions for the extension services Chapter V : The evaluation of activities of extension services Chapter Ⅵ : Conclusion.4. Results and RecommendationTherefore, the results of this study estimated by logical process and analysis are as follows : 1) Most of Korean fishing villages and coastal fishermen have shown much concerns about fisheries technique and social changes, thus many of them were confronted with new problems on how to adapt and to meet changes. 2) Majority of fishermen estimated FEO as an organization of specific technologies with all the thing concerning the fisheries technique in general. Therefore the fishermen wanted to utilize the FEO as an adaptable method for the modern fisheries techniques as well as the environmental changes. 3) In contrast with the fast changes of the fisheries technique, the complexity and variety of technical system and the broadness of fishing village and fishermen, it was revealed that the necessary factors such as the facilities, manpower, budget, and the level of applying techniques of the FEO located in field were highly insufficient. Accordingly, the guiding efficiency was low and the extension services did not provide full solution to the various request from fishermen. 4) It is possible to classify the activation factor for the extension service into two large dimension ; personal dimension relevant to guidance officials and work dimension relevant to the organization. And it was found that the activation level of the work dimension was far lower than the personal dimension between them. So, the activation should be done first in the dimesion to promote the activation of the extension services. 5) The extension services officials are now demoralized in general, thus it is necessary to take reality into consideration : the expense of activity, the adequate endowment of activity scope and the reasonable operation of the position class, etc to enhance its morale. However, in order to do the FES activation, first of all, the systems should be established which is lain unsettled stage until now. And there must be change in the understanding of government i.e. the fisheries extension services are the essential policy subject to build up the base of fisheries growth and modernize the fisheries management. And it should be driven positively with the recognition of the "lasting project".g project".uot;.

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'발명.특허 기초' 과목의 교수.학습 방법 실태 및 요구 조사 연구 (The study of the status of teaching and learning and needs assessment for 'The basis of the Invention Patent' subjects)

  • 이찬주;이병욱;강경균;임유화
    • 대한공업교육학회지
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    • 제38권1호
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    • pp.105-124
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    • 2013
  • 이 연구는 '발명 특허 기초' 과목의 교수 학습 방법 실태 및 요구를 분석하는 것을 목적으로 한다. 이를 위해서 '발명 특허 기초' 과목 담당 교사들이 현재 활용하고 있는 교수 학습 방법, '발명 특허 기초' 과목 담당 교사들이 인식하는 가장 바람직한 교수 학습 방법, '발명 특허 기초' 과목의 교수 학습 운영상의 요구 사항과 어려운 사항을 조사 및 분석하였다. 설문조사는 전국 48개교의 고등학교에서 '발명 특허 기초' 과목을 담당하는 교사 또는 지도한 경험이 있는 교사를 대상으로 실시하였으며, 연구의 결과는 다음과 같다. 첫째, 이론적인 학습 활동의 비중이 높은 모듈은 강의를 활용한 비율이 높았고, 실습과 관련된 학습 활동의 비중이 높은 모듈에서는 프로젝트, 실험 실습, 토론, 조사 등을 활용하여 수업을 진행하는 것으로 나타났다. 둘째, 발명 특허 기초 과목의 담당교사는 교수 학습 운영에 필요한 교수 학습 방법과 관련하여 이론중심의 강의보다는 학생중심의 체험과 실습을 중심으로 하는 실험 실습, 프로젝트, 사례연구, 현장학습 등에 대한 요구 사항이 높은 것을 알 수 있었다. 셋째, 발명 특허 기초 과목의 교수 학습 운영 시 고려해야 할 중요 요구 사항에 대한 동의 정도는 전반적으로 높았다. 특히, 출신 대학에 따른 교수 학습 운영시 요구 사항에 대한 집단간 차이에서는 사범계가 비사범계보다 전반적으로 높게 응답하였다. 넷째, 발명 특허 기초 과목의 교수 학습 운영 시 어려운 사항들에 대한 동의 정도는 전반적으로 높은 것으로 나타났다. 특히, 업무과다로 인한 수업 준비 부족, 교육 시설 및 기자재 부족, 교과에 대한 사전지식 부족, 학생의 개인차 고려 어려움, 학생의 흥미와 관심 부족 등을 어려운 사항으로 인식하는 것으로 나타났다.

국내 외국인투자기업의 연구개발 투자에 대한 OLI우위 영향성 연구 (The Influence of OLI Advantages in the Eclectic Paradigm on R&D Intensity of Foreign Firms in Korea)

  • 박성환;조현정;지일용
    • 기술혁신연구
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    • 제24권4호
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    • pp.127-158
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    • 2016
  • 다국적기업의 해외 연구개발 활동은 현지 국가에 최신 기술 지식 이전, 고급 일자리 창출 등의 긍정적 효과를 가져다주는 것으로 알려져 있다. 이에 각국 정부는 해외 다국적기업의 연구개발 투자를 유치하기 위한 많은 노력을 진행해 왔으며, 한국 정부 역시 관련 대책을 마련해 왔다. 그러나 국내에 진출한 외투기업의 연구개발 투자 비율은 여전히 미미하고, 이들 기업의 연구개발 투자 관련 연구 역시 부족한 실정이다. 이에 본 연구에서는 국내 외투기업의 연구개발 투자에 대한 이해를 높이기 위해, Dunning의 절충이론에 기반하여 한국 내 외국자본 국적별로 외투기업 연구개발 규모에 대한 OLI 우위의 영향성을 선형회귀모형 및 Tobit 회귀모형으로 분석하였다. 분석 결과, 한국의 산업 기술력 수준과 지분율은 국적 별 공통적으로 연구개발 규모에 영향을 주는 것으로 나타났고, 나머지 우위 요소 관련 가설은 부분 채택 되어 국내에 진출한 외투기업 별 다양성이 존재하는 것으로 분석 되었다. 즉 외투기업들은 L 우위(입지우위)가 있는 분야에서 연구개발을 수행하는데, O 우위(소유자 우위) 및 I 우위(내부화 우위) 고려 여부는 기업 및 국적별로 다르다는 것을 의미한다. 이러한 연구 결과는 해외 다국적기업의 국내 연구개발 투자 유치 및 외투기업의 연구개발 투자 확대 관련 정책을 위한 시사점을 제공할 수 있을 것이다.