• 제목/요약/키워드: Lessons learned analysis

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A Review of the Progress with Statistical Models of Passive Component Reliability

  • Lydell, Bengt O.Y.
    • Nuclear Engineering and Technology
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    • 제49권2호
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    • pp.349-359
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    • 2017
  • During the past 25 years, in the context of probabilistic safety assessment, efforts have been directed towards establishment of comprehensive pipe failure event databases as a foundation for exploratory research to better understand how to effectively organize a piping reliability analysis task. The focused pipe failure database development efforts have progressed well with the development of piping reliability analysis frameworks that utilize the full body of service experience data, fracture mechanics analysis insights, expert elicitation results that are rolled into an integrated and risk-informed approach to the estimation of piping reliability parameters with full recognition of the embedded uncertainties. The discussion in this paper builds on a major collection of operating experience data (more than 11,000 pipe failure records) and the associated lessons learned from data analysis and data applications spanning three decades. The piping reliability analysis lessons learned have been obtained from the derivation of pipe leak and rupture frequencies for corrosion resistant piping in a raw water environment, loss-of-coolant-accident frequencies given degradation mitigation, high-energy pipe break analysis, moderate-energy pipe break analysis, and numerous plant-specific applications of a statistical piping reliability model framework. Conclusions are presented regarding the feasibility of determining and incorporating aging effects into probabilistic safety assessment models.

EPC 플랜트 프로젝트의 성공/실패사례 활용도 분석 (EPC Plant Project Lessons Learned Utilization Analysis)

  • 양시훈;강택기;조영덕;김재준
    • 한국건설관리학회논문집
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    • 제22권5호
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    • pp.39-47
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    • 2021
  • 과거 중동 지역에 집중되어 있던 국내 건설사들의 해외수주가 아시아, 중남미 등 신시장으로 확대되면서 다양한 환경에 대응해야 하는 상황이 되었다. 토목, 건축 등 시공 프로젝트에서 설계, 구매, 시공, 시운전까지 일괄도급하는 EPC 플랜트 프로젝트로 그 범위 또한 넓어졌다. 이러한 상황으로 인해 이전 프로젝트에서 발생한 성공/실패사례를 수집하고 시스템화하여 새로운 프로젝트를 진행할 때 다양한 환경 변화에 대한 대응이 가능하도록 활용도를 극대화하는 것이 중요해졌다. 그러나 많은 근무자들은 자발적으로 기술과 경험을 공유하지 않는다. 이를 위해 경험이나 기술을 공유하는 문화를 만들고 체계화하는 작업이 필요하다. 이러한 문제를 개선하기에 앞서 현재 상황을 파악하고 분석하기 위해 EPC 플랜트 프로젝트를 수행하고 있는 건설사의 EPC 프로젝트 관련 부서를 대상으로 설문조사를 실시하였다. 분석 결과 설문조사 참가자 중 약 74%가 성공/실패사례의 수집 및 활용이 도움이 된다고 답하였다. 실제 사례를 수집하여 등록한 경험이 있는 인원의 비율은 약 53%, 사례를 활용하여 문제를 예방한 경험이 있는 인원의 비율은 약 39%로 성공/실패사례 시스템에 대한 근무자들의 인식 및 활용도를 파악하였다. 세부적으로 분석을 진행하였을 때 근무지, 직무, 직급, 현장 경력 등에 따라 차이가 나타났다. 본 연구를 통해 EPC 플랜트 프로젝트를 수행중인 건설사의 성공/실패사례 수집 및 활용도의 현황을 파악하였고, 이를 토대로 성공/실패사례의 수집 및 활용도 개선에 관한 연구가 진행 중이다.

Considerations for generating meaningful HRA data: Lessons learned from HuREX data collection

  • Kim, Yochan
    • Nuclear Engineering and Technology
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    • 제52권8호
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    • pp.1697-1705
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    • 2020
  • To enhance the credibility of human reliability analysis, various kinds of data have been recently collected and analyzed. Although it is obvious that the quality of data is critical, the practices or considerations for securing data quality have not been sufficiently discussed. In this work, based on the experience of the recent human reliability data extraction projects, which produced more than fifty thousand data-points, we derive a number of issues to be considered for generating meaningful data. As a result, thirteen considerations are presented here as pertaining to the four different data extraction activities: preparation, collection, analysis, and application. Although the lessons were acquired from a single kind of data collection framework, it is believed that these results will guide researchers to consider important issues in the process of extracting data.

Steel Plant Construction (EPC) Project Case Study : Forensic Lessons-learned Analysis and Systems Engineering Improvement Recommendation

  • Kyung-Bae Jin;Young-Ho Kim;Eul-Bum Lee;Suk-Hwan Seo
    • 국제학술발표논문집
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    • The 5th International Conference on Construction Engineering and Project Management
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    • pp.145-150
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    • 2013
  • As a recent global trend, the majority of mega-size plant projects are delivered through EPC (Engineering, Procurement and Construction) contracts, where a single contract is awarded for engineering, procurement, and construction. Under this contracting mechanism, it is challenging for contractors to carry out the projects under traditional project management processes used in design-bid-build projects. A new EPC Plant, the POSCO Special Steel Plant in Changwon, was built successfully at the beginning of 2012 and it is currently in full-scale production. The project has encountered a number of major difficulties however, with some technical and managerial issues through its development process. As summarized in this paper, the authors (as project participants with the contractor) investigated it as a post construction analysis and recorded the Lessons-learned for future project management improvement.

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인공지능형 전훈분석기술: 'L2-OODA 앙상블 알고리즘'을 중심으로 (Technology of Lessons Learned Analysis using Artificial intelligence: Focused on the 'L2-OODA Ensemble Algorithm')

  • 양성실;신진
    • 융합보안논문지
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    • 제21권2호
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    • pp.67-79
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    • 2021
  • 전훈이란 군사용어로서 전투발전분야의 교육과 현실에서 문제점이 확인되거나 개선이 필요한 요소를 찾아서 미래의 발전을 도모하는 모든 활동이다. 이 논문에서는 전훈활동을 추진하는데 드러나는 문제점, 즉 분석시 장기간 소요, 예산 문제, 전문가 필요성 등을 해결하고자 실제 사례를 제시하고 인공지능 분석 추론기술을 적용하는 데 초점을 맞춘다. 이미 실용화되어 사용 중인, 인지 컴퓨팅 관련 기술을 활용한 인공지능 법률자문 서비스가 전훈의 문제점을 해결하는데 가장 적합한 사례로 판단했다. 이 논문은 인공지능을 활용한 지능형 전훈분석 추론기술의 효과적인 적용방안을 제시한다. 이를 위해, 전훈분석 정의 및 사례, 인공지능의 머신러닝으로 진화, 인지 컴퓨팅 등 이론적 배경을 살펴보고, 새롭게 제안한 L2-OODA 앙상블 알고리즘을 이용해 국방분야 신기술에 적용함으로써 현존전력 개선 및 최적화를 구현하는데 기여하고자 한다.

Village Voices: Lessons about Processes for Disease Prevention from a Qualitative Study of Family Health Leaders in a Community in Northeastern Thailand

  • Jongudomkarn, D;Singhawara, P;Macduff, C
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권10호
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    • pp.4401-4408
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    • 2015
  • Background: Cancer is a primary source of concern in Thailand and other countries around the world, including the Asian-Pacific region. Evidence supports that an important contributing cause of cancer and other chronic illnesses such as stroke, diabetes, and hypertension is excessive alcohol consumption. Studies conducted in Thailand reveal a worrisome rise in the number of new and regular drinkers in communities. Therefore, actions for primary, secondary and tertiary prevention of problem drinking are necessary. In recent years nurses in North East Thailand have been developing and implementing the Khon Kaen Family Health Nursing model to embed disease prevention in communities through the actions of family health nurses and local family health leaders. Aim: The aim of this qualitative research was to better understand the experiences of the local family health leaders using this model and to synthesize lessons learned. Materials and Methods: As part of a participatory action research approach involving analysis of focus group discussions and individual interviews, the experiences of 45 family health leaders were synthesized. Results: Four main themes were identified, namely: i) Family first: role modeling beginning at the personal and family level. ii) Local leverage: using village community forums to reduce alcohol drinking. iii) Gentle growth: making the first step and treading gently; and iv) Respect, Redemption, Rehabilitation: valuing the person to re-integrate them in the village society. Conclusions: As alcohol consumption in the village declined significantly following the prevention program, these findings illuminate how low-tech integrated prevention approaches may be very useful, particularly in rural communities. The lessons learned may have relevance not only in Thailand but in other countries seeking to prevent and mitigate behavior that conduces to diseases such as cancer.

교육실습 과정에서 배우는 초등예비교사의 수학 교수학적 내용 지식에 관한 사례연구 (A Case Study on Elementary Pre-service Teachers' Pedagogical Content Knowledge of Mathematics that Learned in the Course of Student Teaching)

  • 남윤석;전평국
    • 한국수학교육학회지시리즈A:수학교육
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    • 제45권1호
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    • pp.75-96
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    • 2006
  • The purpose of this study was to analyze how elementary pre-service teachers learned the pedagogical content knowledge of mathematics and to understand the challenges and difficulties that they experienced in the course of student teaching. A qualitative case study provided an in-depth description of the whole three weeks of student teaching process. Four pre-service teachers and two mentor teachers participated in this study. Multiple data collection techniques were used; classroom observations, in-depth interviews, document analysis, and researcher's field notes. The results of this study showed how pre-service teachers learn PCK of mathematics in designing mathematics lessons, understanding mathematics learners and delivering mathematics lessons and what are the difficulties and challenges they experienced. Finally this study discussed about some suggestions to pre-service program and future research.

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Rebuilding Operational Risk Management Capabilities: Lessons Learned from COVID-19

  • JADWANI, Barkha;PARKHI, Shilpa;KARANDE, Kiran;BARGE, Prashant;BHIMAVARAPU, Venkata Mrudula;RASTOGI, Shailesh
    • The Journal of Asian Finance, Economics and Business
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    • 제9권9호
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    • pp.249-261
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    • 2022
  • Globally, COVID-19 has significantly impacted many different organizations and people. From the banks' perspective, this pandemic has affected banks' corporate and retail customers. Also, banks had to adjust to distributed workforce model. This paper analyses the lessons learned from the COVID-19 pandemic, which can be effectively used to rebuild banks' Operational Risk Management capabilities. The present study used the survey research methodology, which includes structured questionnaires completed by senior banking professionals to analyze the learnings from COVID-19 and understand the distributed workforce model and remote working effectiveness. Findings: The Pandemic accelerated the pace of digital transformation. The lockdown imposed due to the pandemic led to employees working remotely, which has been effective because of enhanced digital capabilities. However, enhanced monitoring is required to prevent data-related issues, and action needs to be taken to address challenges faced in having a remote distributed workforce model, like negative impact on on-the-job learning, data-related risks, and employee wellbeing. COVID-19 is an unprecedented event that could not have been predicted in any scenario analysis. This crisis has highlighted various systemic drawbacks that need to be addressed. Banks can apply the lesson learned from this Pandemic to become more robust in the future.

Is Mathematics Teaching in East Asia Conducive to Creativity Development? - Results from the TIMSS 1999 Video Study and the Learners' Perspective Study

  • Leung Frederick K. S.;Park Kyungmee
    • 한국수학교육학회지시리즈D:수학교육연구
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    • 제9권3호
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    • pp.203-231
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    • 2005
  • Students in East Asia have consistently out-performed their counterparts in the West in recent international studies of mathematics achievement. But some studies also show that East Asian students are more rigid in thought, and lack originality and creativity. While different theories have been proposed to account for these student performances, relatively few research studies have been done on classroom practices, potentially a major variable for explaining student performances. This paper will report on the results of two classroom studies: the TIMSS 1999 Video Study and the Learners' Perspective Study (LPS). Results the quantitative analysis of the TlMSS 1999 Video Study data show that the East Asian classrooms were dominated by teacher talk, and the mathematics content learned was abstract and unrelated to the real life. On the other hand, the characteristics of the instructional practices in Hong Kong as judged by an expert panel are that student learned relatively advanced mathematics content; the components of the lessons were more coherent, and the presentation of the lessons was more fully developed. Hong Kong students seemed to be more engaged in the mathematics lessons, and the. overall quality of the lessons was judged to be high. Results of the analysis of the LPS data also show that the classrooms in the East Asian city of Seoul were in general teacher dominated, but students were usually actively engaged in the mathematics learning. Emphasis on exploration of mathematics and practicing exercises with variation was common. It is argued that the quality teaching in the East Asian classrooms laid a firm foundation in mathematics for students, and that constitutes a necessary condition for the development of students' creativity. In order to fully develop the creativity of East Asian students, they need to be given the right environment and encouragement.

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Procedural Improvements to the Comprehensive Impact Assessment of IMO GHG Reduction Measures

  • Bo-Ram, Kim;Han-Seon, Park;Young-Kwon, Park
    • 공업화학
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    • 제34권1호
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    • pp.75-79
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    • 2023
  • The International Maritime Organization (IMO) Marine Environmental Protection Committee (MEPC) may adopt actions after completing impact assessments and reviewing results in accordance with the original strategy and impact assessment procedure (MEPC.1/Circ.885). The assessment of the impact of greenhouse gas (GHG) reduction measures is an important step in determining whether to implement GHG regulations. This study identifies and proposes improvements in the impact assessment procedure for future mid- and long-term measures. Improvements for future measures should start with a review of "the procedure for assessing impacts on states of candidate measures" and "the actual process of the comprehensive impact assessment for short-term measures in 2021." The procedural improvements were largely derived from the order and period of task performance, the clear definition of terms, and the review of task results through lessons learned, analysis, and expert workshops. The impact assessment of future mid- and long-term measures should be procedurally improved to ensure uniformity and consistency, which will provide objective results for Member States and industries to help smooth the adoption of measures.