• Journal of the Korean Society for Aeronautical & Space Sciences
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• v.40 no.4
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• pp.336-345
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• 2012

In crack growth life, uncertainties are caused by variance of geometry, applied loads and material properties. Therefore, the reliability estimation for these uncertainties is required to keep the robustness of calculated life. The stress intensity factors are the most important variable in crack growth life calculation, but its equation is hard to know for complex geometry, therefore they are processed by the finite element analysis which takes long time. In this paper, the response surface is considered to increase efficiency of the reliability analysis for crack growth life of a turbine wheel. The approximation model of the stress intensity factors is obtained by the regression analysis for FEA data and the response surface of crack growth life is generated for selected factors. The reliability analysis is operated by the Monte Carlo Simulation for the response surface. The results indicate that the response surface could reduce computations that need for reliability analysis for the turbine wheel, which is hard to derive stress intensity factor equation, successfully.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.29 no.6A
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• pp.589-599
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• 2004

Most models assume the complete debugging environments by requiring a complete software correction in quantitative evaluation of software reliability. But, in many case, new faults are involved in debugging works, for complete software correction is impossible. In this paper, software growth model is proposed about incomplete debugging environments by considering the possibility of new faults involvements, and software faults occurrence status are also mentioned about NHPP by considering software faults under software operation environments and native faults owing to the randomly involved faults in operation before test. While, effective quantitative measurements are derived in software reliability evaluation, applied results are suggested by using actual data, and fitnesswith existing models are also compared and analyzed.

• Journal of the Korean Society for Marine Environment & Energy
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• v.14 no.2
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• pp.107-113
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• 2011

To evaluate the performance of the hydrodynamic model, we introduced 10 skill assessments that are assorted by two groups: quantitative skill assessments (Absolute Average Error or AAE, Root Mean Squared Error or RMSE, Relative Absolute Average Error or RAAE, Percentage Model Error or PME) and qualitative skill assessments (Correlation Coefficient or CC, Reliability Index or RI, Index of Agreement or IA, Modeling Efficiency or MEF, Cost Function or CF, Coefficient of Residual Mass or CRM). These skill assessments were applied and calculated to evaluate the hydrodynamic modeling at one of Florida estuaries for water level, current, and salinity as comparing measured and simulated values. We found that AAE, RMSE, RAAE, CC, IA, MEF, CF, and CRM are suitable for the error assessment of water level and current, and AAE, RMSE, RAAE, PME, CC, RI, IA, CF, and CRM are good at the salinity error assessment. Quantitative and qualitative skill assessments showed the similar trend in terms of the classification for good and bad performance of model. Furthermore, this paper suggested the criteria of the "good" model performance for water level, current, and salinity. The criteria are RAAE < 10%, CC > 0.95, IA > 0.98, MEF > 0.93, CF < 0.21 for water level, RAAE < 20%, CC > 0.7, IA > 0.8, MEF > 0.5, CF < 0.5 for current, and RAAE < 10%, PME < 10%, CC > 0.9, RI < 1.15, CF < 0.1 for salinity.

• Journal of the Korea Concrete Institute
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• v.17 no.6 s.90
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• pp.955-962
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• 2005

Still no accurate theory exists for predicting ultimate shear strength of deep reinforced concrete beams because of the structural and material non-linearity after cracking. Currently, the load capacity assesment is performed for the upper structure of the bridges and containing non-reliability in the applications and results. The purpose in this study is to evaluate analytically the complex shear behaviors and normal strength for the reinforced concrete deep beams and to offer the accuracy load capacity assesment method based on the reliability theories. This paper presents a method for the load capacity assesment of reinforcement concrete deep beams using nonlinear finite element analysis. A computer program named RCAHEST (Reinforced Concrete Analysis in Higher Evaluation System Technology), for the analysis of reinforced concrete structures was used. Material non-linearity is taken Into account by comprising tensile, compressive and shear models of cracked concrete and a model of reinforcing steel. From the results, determine the reliability index for the failure base on the Euro Code. Then, calculate additional reduction coefficient to satisfy the goals from the reliability analysis. The proposed numerical method for the load capacity assesment of reinforced concrete deep beams is verified by comparison with the others methods.

• Annual Conference on Human and Language Technology
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• 2023.10a
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• pp.448-453
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• 2023

대규모 언어 모델 (Large Language Model, LLM)을 인간의 선호도 관점에서 평가하는 것은 기존의 벤치마크 평가와는 다른 도전적인 과제이다. 이를 위해, 기존 연구들은 강력한 LLM을 평가자로 사용하여 접근하였지만, 높은 비용 문제가 부각되었다. 또한, 평가자로서 LLM이 사용하는 주관적인 점수 기준은 모호하여 평가 결과의 신뢰성을 저해하며, 단일 모델에 의한 평가 결과는 편향될 가능성이 있다. 본 논문에서는 엄격한 기준을 활용하여 편향되지 않은 평가를 수행할 수 있는 평가 프레임워크 및 평가자 모델 'FubaoLM'을 제안한다. 우리의 평가 프레임워크는 심층적인 평가 기준을 통해 다수의 강력한 한국어 LLM을 활용하여 연쇄적 사고(Chain-of-Thought) 기반 평가를 수행한다. 이러한 평가 결과를 다수결로 통합하여 편향되지 않은 평가 결과를 도출하며, 지시 조정 (instruction tuning)을 통해 FubaoLM은 다수의 LLM으로 부터 평가 지식을 증류받는다. 더 나아가 본 논문에서는 전문가 기반 평가 데이터셋을 구축하여 FubaoLM 효과성을 입증한다. 우리의 실험에서 앙상블된 FubaoLM은 GPT-3.5 대비 16% 에서 23% 향상된 절대 평가 성능을 가지며, 이항 평가에서 인간과 유사한 선호도 평가 결과를 도출한다. 이를 통해 FubaoLM은 비교적 적은 비용으로도 높은 신뢰성을 유지하며, 편향되지 않은 평가를 수행할 수 있음을 보인다.

• Proceedings of the Korean Nuclear Society Conference
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• 1996.05c
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• pp.447-452
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• 1996

본 연구에서는 7개의 PWR 사용후핵연료집합체를 운반할 수 있는 KSC-7 수송용기의 건식수송조건에 대한 열적 건전성을 평가하였다. 수송용기 축소모델을 제작하여 열시험을 수행하였고 또한, 시험조건과 동일한 조건으로 열전달해석을 수행하여 두가지 결과를 비교 분석함으로써 시험 및 해석결과에 대한 신뢰성을 검증하였다. 신뢰성이 검증된 해석방법을 이용하여 수송용기 본체 및 핵연료집합체에 대한 열전달해석을 수행함으로써 방사선차폐체 및 핵연료봉에 대한 열적 건전성을 입증하였다. 또한, 수송용기의 온도상승에 따른 구조적 건전성을 평가하기 위한 열응력해석을 수행하였다.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.12 no.3
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• pp.1427-1438
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• 2011

Currently, efforts towards pursuit of standardization of u-Health technology and for development of our own source technologies and functions in Korea are being made continuously. Accordingly, base technologies in the area of u-Health software as well as trends in and standards of u-Health software market were investigated, and this Study aims to develop reliable evaluation model for u-Health software. For this purpose, characteristics and service types of u-Health software were examined, and u-Health technological trend and standards were analyzed. On the basis of these preliminary research, reliable evaluation model for u-Health software was developed.

• 한국IT서비스학회:학술대회논문집
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• 2008.11a
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• pp.423-426
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• 2008

정보시스템 감리의 의무화와 감리수요의 증가에 따라 정보시스템 감리의 품질과 감리의 준거성 객관성 신뢰성 확보 및 향상이 대두되고 있으나, 현행 정보시스템 감리는 감리원의 경험 및 기술력, 그리고 주관적인 판단에 의존하는 바가 크며, 감리 이해 관계자로부터 감리결과에 대한 객관성 및 신뢰성에 대한 불신감을 초래하고 있다. 이에 본 연구에서는 정보시스템 감리평가의 정량화 모델을 제시함으로써 정보시스템 감리의 준거성 객관성 신뢰성의 확보 및 향상을 통하여 전반적으로 감리의 품질향상에 기여하고자 하였다.

• Journal of Internet Computing and Services
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• v.8 no.6
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• pp.115-125
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• 2007

Game software is tremendous popularity in inside and outside of the country, so it rises market value. Therefore, it is important to study for the evaluation models of game software. In a general way, I think that ISO/IEC 9126 is the international standard of the software quality testing. Especially, game software quality has been more important on users and developers, so we need the compliance testing model of the game software. In this paper, we evaluate the game software quality objectively and quantitatively, we propose the software quality metrics of testing. Also, we propose the evaluation model of game software on the basis of international standard ISO/IEC 9126, six quality characteristic point of view. That is functionality, reliability, usability, efficiency, portability, and maintainability.

• 기계와재료
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• v.21 no.3
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• pp.32-41
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• 2009

공기압 액추에이터는 자동화 생산라인 등의 다양한 산업분야에서 사용되고 있으며, 고장이 발생하면 전체 시스템에 막대한 손실을 야기 시킬 수 있는 부품이다. 그러나 기존 공기압 액추에이터에 대한 연구는 설계 관점에서의 연구나 특성해석 및 구동속도 등의 제어관점에서의 연구가 대부분이었으며, 실린더의 수명과 신뢰성에 대한 연구는 거의 이루어지지 않았다. 이와 연관하여 최근 공기압 액추에이터의 신뢰성에 대한 중요성 및 소비자의 요구수준이날로 증대되고 있으며, 최근 공기압 액추에이터의 수명분포 데이터를 분석과 가속수명시험 실시를 통한 수명분포 추정과 형상모수의 동일성 검정, 제안한 복합가속 수명시험 모델에 대한 유용성 검증 등의 연구와 ISO를 중심으로 규격화를 위한 활동이 활발히 진행되고 있다. 따라서 공기압 액추에이터에 대한 신뢰성 평가기법 및 가속수명 시험평가 기술에 대한 기술적 접근법을 소개하고자 한다.