• 제목/요약/키워드: Life cycle

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머신러닝 기반 생애주기별 고혈압 위험 요인 분석 (Analysis of Hypertension Risk Factors by Life Cycle Based on Machine Learning)

  • 강성안;김소희;류민호
    • 한국산업정보학회논문지
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    • 제27권5호
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    • pp.73-82
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    • 2022
  • 고혈압과 같은 만성질환은 발병의 원인은 다양한 요인들이 복합적으로 작용하기 때문에 생애주기에 따라 차별화된 관리가 필요하다. 본 연구는 머신러닝을 이용해 고혈압 발병에 영향을 미치는 요인들의 생애주기별로 차이를 분석한다. 이를 위해, 질병관리청의 국민건강영양조사 데이터에 대한 전처리 및 변수 선택 과정을 거쳐 총 35개의 변수를 활용했다. 분석결과, 트리기반 머신러닝 모델 중 XGBoost가 중년과 노년 모두 예측 성능이 높은 모델로 나타났다. 변수중요도를 통해 도출된 생애주기별 고혈압 위험요인을 살펴보면 중년의 경우 개인특성 요인, 유전적 요인, 영양섭취 요인이 고혈압 위험요인으로 나타났고, 노년의 경우 영양섭취 요인, 식생활 요인, 생활습관 요인이 고혈압 위험요인으로 도출되었다. 본 연구 결과는 생애주기별 고혈압 관리에 유용한 기초자료로 사용될 수 있을 것으로 기대된다.

Status of Environmental Life Cycle Assessment (LCA): Case study of South Korea

  • Odey, Golden;Adelodun, Bashir;Kim, Sang Hyun;Choi, Kyung Sook
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2021년도 학술발표회
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    • pp.455-455
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    • 2021
  • The Life Cycle Assessment (LCA) as an environmental impact assessment tool has received increasing attention over the years. Unlike the water footprint (WF) and carbon footprint (CF) assessments whose focus is only on a single environmental aspect, the LCA systematically analyzes the different impacts along the entire life cycle, making possible the identification of potential environmental tradeoffs. In Korea, LCA has drawn much attention from both industry and academia since the mid-90s. However, the level of Korea-related LCA studies with respect to different sectors in the past 20 years has not been analyzed. This study, therefore, sought to assess the status of environmental Life Cycle Assessment (LCA) studies in Korea, with a view to understanding the current level of sustainability reporting and identify potential research gaps. Online searches of English written articles published between 2000 and 2019 were conducted on Google, Google scholar, Scopus, and Web of Science databases using the Keywords "life cycle assessment", "lca", and "Korea." At the end of the search, about 88 LCA related studies were identified for Korea within the study period. Majority of these studies focused on the construction (49%) and energy (31%) sectors with fewer environmental studies on the transportation (9%), manufacturing (8%), agriculture (2%), and information and communication (1%) industries. Based on publication trend, results show that LCA studies in Korea have been on the rise in the past 20 years, even though the number of publications has not followed a constant pace. In comparison with the economic sectors of the country, reports show an inadequacy in the coverage of major industries of growing economic relevance like the tourism, health, and agriculture, suggesting a need to further increase and improve LCA related studies in these sectors.

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8200호대 전기기관차 주변환장치 LCC 분석 (Life Cycle Cost Analysis of Main Conversion System in 8200 Series Electric Locomotive)

  • 김완일;이계승;최종록;김재문
    • 전기학회논문지
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    • 제66권12호
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    • pp.1830-1835
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    • 2017
  • 8200 Series Electric Locomotives are mostly imported from overseas due to aging and uncertainty of source technology, and it's the maintenance cost is increasing. We are analyzed life cycle costs based on international standards such as IEC 60300-3-3 and IEC62278. The main conversion system of the 8200 series electric locomotive is closely related to vehicle operation and is one of the subsystems requiring frequent maintenance. In this paper, the life cycle cost of the main conversion unit in 8200 series electric locomotive is analyzed based on the maintenance manual. As a result of analysis, maintenance cost of GTO module and control device is relatively high, and it is confirmed that the cost increases according to the useful life.

Hep3B 간암세포에서 개똥쑥 추출물에 의한 Cell Cycle Arrest 효과 (Cell Cycle Arrest Effects by Artemisia annua Linné in Hep3B Liver Cancer Cell)

  • 김은지;김근태;김보민;임은경;김상용;하성호;김영민;유제근
    • KSBB Journal
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    • 제30권4호
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    • pp.175-181
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    • 2015
  • Cells proliferate via repeating process that growth and division. This process is G1, S, G2 and M four phases consists. Monitoring the progression of the cell cycle is a specific step that to be a continuous process is repeated to adjust the start of the next step. At this time, this process is called a Checkpoint. Currently, there are three known checkpoints that G1-S phase, G2-M phase, and the M phase. In this study, we confirmed that cell cycle arrest effects by ethanol extracts of Artemisia annua Linne (AAE) in Hep3B liver cancer cells. AAE was regulated proteins which involved in cell cycle such as pAkt, pMDM2, p53, p21, pCDK2 (T14/Y15). AAE induced cell cycle arrest in G1 checkpoint through phosphorylation of CDK2. Akt and p53 upstream is inhibited by AAE and p53 activated by non-activated pMDM2, p53 inhibitor. Thereby, activated p53 is transcript to p21 and activated p21 protein is combined with Cyclin E-pCDK2 complex. Therefore, we confirmed that AAE-induced cell cycle arrest was occurred by p21-Cyclin E-pCDK2 complex by inhibition of pAkt signal. Because of this cell cycle can't pass to S phase from G1 phase.

이원화된 계층적 개인정보 Life-Cycle 접근제어 방법론에 관한 연구 (Research on the Access Control Methodology for Dualised Hierarchical Personal Information Life-Cycle)

  • 서우석;김계순;전문석
    • 한국전자통신학회논문지
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    • 제8권8호
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    • pp.1161-1170
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    • 2013
  • 2013년 현재 개인정보보호를 위한 사회적 합의결과로 도출되어진 관련법이 제정되고 수차례의 개정을 통해 IT분야를 비롯한 다양한 사회적 업무분야에 최종적인 정보보호를 위한 명확한 성문법적인 정책과 지침 등의 방향이 제시되어 졌다. 이러한 일련의 개인정보 중요성에 대한 사회적 이슈를 기반으로 새로운 개인정보 접근 패러다임이 나타났고 정보보호라는 거시적인 접근 방법에서 전문적인 접근방법의 필요성이 대두되어졌다. 물론 현재까지 모든 개인정보 형태의 자료들을 특정한 정보의 범주에 모두 제한하고 경계를 두는 것은 다소 무리수 있어 보이나 IT분야를 기반으로 하는 정보의 홍수 속에서 개인정보의 흐름을 확인하고 보안대상으로 선정하는 부분은 표준화되어 진 것은 사실이다. 다만 아직까지도 개인정보 Life-Cycle의 5가지 표준화된 흐름인 수집, 처리, 제공, 보관, 파기 등을 모든 기업과 기관이 보유한 정보들에 일상적으로 적용하기 어려운 경우도 발생하고 있다. 따라서 이원화된 계층적 개인정보 Life-Cycle 접근제어 방법론을 제안함으로써 표준화 방법론을 제안한다. 본 연구결과는 개인정보 Life-Cycle에 최적의 접근제어 가능한 현실적인 자료를 제공하고자 한다.

4차 산업혁명 시대의 대한민국 의료기술 전주기 관리현황 및 단계별 개혁과제 (Current Status and Reform Tasks in Life Cycle Management of Korean Health Technology for the Fourth Industrial Revolution Era)

  • 김아림;김은정;윤석준
    • 보건행정학회지
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    • 제30권3호
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    • pp.270-276
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    • 2020
  • Entering the fourth industrial revolution era, health technology is rapidly developing and the people's needs for medical services are gradually increasing. Establishing a life cycle management of health technology has emerged as a new policy agenda to cope with these changes. However, the management of health technology have been conducted without continuity and with several problems pointed out. Therefore, we suggest the reform agendas by stages to establish system for a life cycle management of health technology in the fourth industrial revolution era as follows. In the stage of development, it is important not only to provide research funding, but also consulting by professional about whole cycle of health technologies. In the phase of market entry, there are needs for enhance the system that would expand the early adoption for innovative technology and increase its effectiveness. After the spread of health technology to clinical settings, a reassessment and post management system should be established that have an institutional framework with strong price adjustment and exit mechanism. Furthermore, we hope that discussions will be brisk in macro perspective on the balancing of development in healthcare industry, health of people and national health insurance finance.

Rapid S-N type life estimation for low cycle fatigue of high-strength steels at a low ambient temperature

  • Feng, Liuyang;Qian, Xudong
    • Steel and Composite Structures
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    • 제33권6호
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    • pp.777-792
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    • 2019
  • This paper presents a new efficient approach to estimate the S-N type fatigue life assessment curve for S550 high strength steels under low-cycle actions at -60℃. The proposed approach combines a single set of monotonic tension test and one set of fatigue tests to determine the key material damage parameters in the continuum damage mechanics framework. The experimental program in this study examines both the material response under low-cycle actions. The microstructural mechanisms revealed by the Scanning Electron Microscopy (SEM) at the low temperature, furthermore, characterizes the effect due to different strain ratios and low temperature on the low-cycle fatigue life of S550 steels. Anchored on the experimental results, this study validates the S-N curve determined from the proposed approach. The S-N type curve determined from one set of fatigue tests and one set of monotonic tension tests estimates the fatigue life of all specimens under different strain ratios satisfactorily.

Low cycle fatigue and ratcheting failure behavior of AH32 steel under uniaxial cyclic loading

  • Dong, Qin;Yang, Ping;Xu, Geng
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제11권2호
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    • pp.671-678
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    • 2019
  • In this paper, the low cycle fatigue failure and ratcheting behavior, as well as their interaction of AH32 steel were experimentally investigated under uniaxial cyclic loading. The effects of mean stress, stress amplitude and stress ratio on the low cycle fatigue life and ratcheting strain were discussed. It was found that the ratcheting strain increased while the fatigue life decreased with the increase of mean stress and stress amplitude, and the increasing stress ratio would result in smaller ratcheting and larger fatigue life. Two kinds of failure modes, i.e. low cycle fatigue failure due to crack propagates and ratcheting failure due to large plastic strain will take place respectively. Based on the experimental results, considered the effect of ratcheting on fatigue life, a model with the maximum stress and ratcheting strain rate was proposed. Comparison with the experimental result showed that the new model provided a good prediction for AH32 steel.

체계론에 기초한 도시가계의 재정상태 분석 (An Analysis of Financial Statement Among Urban Households Based On a System Approach)

  • 양정선
    • 대한가정학회지
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    • 제30권1호
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    • pp.237-255
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    • 1992
  • The purpose of this study was to investigate relations of resources and demands, family financial management and financial statement of urban households by applying a system approach. The results of this study were as follows; Saving rate had significant differences according to resources variables such as age, family life cycle, occupation of househead and housewife, ratio of employed to family member, and to demands variabels such as subjective prospect of business cycle, and value orientation, whereas total saving amount had significant differences according to resources vaiables such as age, family life cycle, educational level, percapita income, occupation of househead, type of income and to demand variable, perception of relative income. Also average monthly saving amount had significant differences according to resources vaiables such as educational level, per capita income, occupation of housewife, housing ownership, ratio of employed to family member, ratio of dependent to employed, and to demands variable, perception of relative income. The stocks had significant differences according to resources variables such as age, family life cycle, educational level, per capita income, occupation of househead, type of income, and housing ownership. Finally, real estate had significant differences according to resources variables such as age, family life cycle, educational level, percapita income, occupation of househead, type of income, housing ownership, and to demands variable, perception of relative income. Financial Statement among urban households according to family financial management had significant differences. And among all variables affecting financial statement among urban households, per capita income had the highest effect and perception of relative income was the second.

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댐 공사에서의 Fast Track을 적용한 생애주기분석에 관한 연구 (The Study on Application of Fast Track Method for Dam Project Life Cycle′s Analysis)

  • 윤재호;문영일
    • 한국수자원학회논문집
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    • 제36권5호
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    • pp.715-724
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    • 2003
  • 이 연구의 목적은 사회간접자본의 대표적인 시설인 댐과 같이 기획, 조사, 타당성분석 단계에서부터 설계, 계약, 시공 및 유지관리단계까지 건설 생애주기가 긴 경우 Risk에 노출되는 시간 또한 길어져 건설기간 지연에 따른 비용증가는 물론 적기 미 준공시의 증액비용과 이용연기에 따른 편익손실로 국가 전체의 경쟁력을 저하시킴으로 이들 문제점을 감소시키는 방법을 모색하는 것이다. 이에 본 연구에서는 생애주기 각 단계별로 경제성분석을 통한 공기와 비용을 연계 분석하여 효율적이고 체계적인 사업수행단계 및 건설공정 Network모델을 도출하고 이 성과를 토대로 생애주기분석에 있어 Fast Track기법을 적용하는 하나의 새로운 방안으로 제안하고자 한다.