• 제목/요약/키워드: Simulation based verification and validation

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바이오매트릭스 정보를 이용한 모바일 기반의 통합 OTP 프레임워크의 유효성 검증 (Availability Verification of Integration OTP Framework using Biometrics Information)

  • 차병래;김남호;김종원
    • 한국항행학회논문지
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    • 제15권1호
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    • pp.39-53
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    • 2011
  • 모바일 장치의 광범위한 응용과 더불어 통신 보안과 연구가 최근 중요한 관심사가 되고 있다. 본 논문에서는 바이오매트릭스의 지문과 음성의 특징을 이용한 모바일 통합 OTP의 일회용 암호 키 토큰을 생성하는 방법을 제안한다. 강력한 개인 인증에 사용되는 바이오매트릭스의 지문과 음성 정보를 이용하여 모바일 환경의 가변적이고 안전한 일회용 암호 키를 생성하는 OTP 프레임워크를 제안하였으며, 또한 제안 기법에 대한 dendrogram을 이용한 지문과 음성 특징 점에 의한 준동형적 가변성 그리고 지문과 음성 특징 점의 분포를 시뮬레이션 하여 유효성을 검증하였다.

터보펌프 실매질 시험설비 구축에 대한 소개 (Introduction to Construction of a Turbopump Real-Propellant Test Facility)

  • 김진선;고영성
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2011년도 제37회 추계학술대회논문집
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    • pp.835-840
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    • 2011
  • 한국형발사체에서 독자적인 액체로켓엔진을 확보하기 위해 터보펌프개발은 필수적인 항목이라고 볼 수 있으며, 이 터보펌프의 실험적 신뢰성검증을 위한 실매질 시험설비의 구축을 위해 최근 액체산소와 케로신을 토대로 한 시험설비의 상세설계가 수행되어져 왔다. 본 논문에서는 시험설비 설계결과를 토대로 75톤급 터보펌프의 요구규격과 함께 실매질 시험설비의 설계규격을 제시하였고, 대표적인 서브시스템들의 설계결과를 설명하였다. 또한, 시험설비 운용과정에서 발생할 수 있는 주요 서브시스템에 대한 불확실성을 시뮬레이션과 실험적 검증을 통하여 사전에 제거할 수 있도록 하였다.

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IMPROVING THE ESP ACCURACY WITH COMBINATION OF PROBABILISTIC FORECASTS

  • Yu, Seung-Oh;Kim, Young-Oh
    • Water Engineering Research
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    • 제5권2호
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    • pp.101-109
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    • 2004
  • Aggregating information by combining forecasts from two or more forecasting methods is an alternative to using forecasts from just a single method to improve forecast accuracy. This paper describes the development and use of a monthly inflow forecast model based on an optimal linear combination (OLC) of forecasts derived from naive, persistence, and Ensemble Streamflow Prediction (ESP) forecasts. Using the cross-validation technique, the OLC model made 1-month ahead probabilistic forecasts for the Chungju multi-purpose dam inflows for 15 years. For most of the verification months, the skill associated with the OLC forecast was superior to those drawn from the individual forecast techniques. Therefore this study demonstrates that OLC can improve the accuracy of the ESP forecast, especially during the dry season. This study also examined the value of the OLC forecasts in reservoir operations. Stochastic Dynamic Programming (SDP) derived the optimal operating policy for the Chungju multi-purpose dam operation and the derived policy was simulated using the 15-year observed inflows. The simulation results showed the SDP model that updated its probability from the new OLC forecast provided more efficient operation decisions than the conventional SDP model.

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프리캐스트 콘크리트 공급사슬 관리를 위한 시뮬레이션 모형 개발 (Development of a Simulation Model for Supply Chain Management of Precast Concrete)

  • 권현주;전상원;이재일;정근채
    • 한국건설관리학회논문집
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    • 제22권5호
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    • pp.86-98
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    • 2021
  • 본 연구에서는 PC (Precast Concrete) 공법 기반 건설공사에 대한 공급사슬 관리를 위한 시뮬레이션 모형을 개발한다. 이를 위해, 문헌과 현장 조사를 통해 공장 제작/현장 시공 체계에 대한 자료를 수집하고, 이를 바탕으로 공급사슬, 개체, 자원, 공정 등을 서술함으로써 시뮬레이션 모형을 정의하였다. 이어서, Arena 시뮬레이션 소프트웨어를 이용하여 데이터 모듈, 플로차트 모듈, 애니메이션 모듈을 작성함으로써 PC 공급사슬 시뮬레이션 모형을 개발하였다. 마지막으로, 개발된 모형의 논리성 검증과 유효성 확인을 위한 모형검토, 애니메이션 검토, 극한치 검증, 평균치 검증, 실제 사례 검증 등의 방법론을 이용하여 모형의 타당성을 검토하였다. 검토 결과, 개발된 시뮬레이션 모형은 논리적 오류 없이 PC 공급사슬의 공정과 특성을 적합하게 표현하고 있었으며, 더불어 대상 공급사슬에 대한 정확한 성능평가 예측치를 제공하는 것으로 나타났다. 향후, 본 연구에서 개발된 시뮬레이션 모형은 PC 공급사슬 체계를 최적 운영하기 위한 관리 기법을 개발함에 있어 성능 평가를 위한 플랫폼으로서의 역할을 충실히 수행할 수 있을 것으로 기대된다.

천해에 적용가능한 태풍 해일-조석-파랑 수치모델 개발 1. 해수유동 모델의 정확성 검토 (Development of the Combined Typhoon Surge-Tide-Wave Numerical Model Applicable to Shallow Water 1. Validation of the Hydrodynamic Part of the Model)

  • 천제호;안경모;윤종태
    • 한국해안·해양공학회논문집
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    • 제21권1호
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    • pp.63-78
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    • 2009
  • 본 논문에서는 천해에 적용 가능한 동적결합형 태풍 해일-조석-파랑 수치모델의 개발과 개발된 모델의 정확성을 검증하였다. 태풍 해일과 조석 수치모델은 POM (Princeton Ocean Model)을 기반으로 하였으며, 풍파 파랑 수치모델은 WAM (Wave Model)을 기반으로 천해에 적용할 수 있도록 수정하여 두 모델을 동적으로 결합하였다. 연속된 두 개의 논문 중에 첫 번째 논문인 본 논문에서는 해일과 조석을 수치 모의하는 해수유동 부분의 수치모의의 안정성과 정확성을 검증하였다. 수치모의의 안정성과 정확성 향상을 위하여 기존의 POM 모델의 난류 수치모델 부분과 연직속도 계산 알고리즘을 수정 보완하였다. 수정된 POM 모델의 정확성과 수치적 안정성 검증을 위하여 해석해와 실 해역에서 측정된 관측결과와 비교하였으며, 수정된 POM 모델이 기존의 POM 모델보다 수치계산의 안정성과 정확성이 개선되었음을 확인할 수 있었다.

A self-confined compression model of point load test and corresponding numerical and experimental validation

  • Qingwen Shi;Zhenhua Ouyang;Brijes Mishra;Yun Zhao
    • Computers and Concrete
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    • 제32권5호
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    • pp.465-474
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    • 2023
  • The point load test (PLT) is a widely-used alternative method in the field to determine the uniaxial compressive strength due to its simple testing machine and procedure. The point load test index can estimate the uniaxial compressive strength through conversion factors based on the rock types. However, the mechanism correlating these two parameters and the influence of the mechanical properties on PLT results are still not well understood. This study proposed a theoretical model to understand the mechanism of PLT serving as an alternative to the UCS test based on laboratory observation and literature survey. This model found that the point load test is a self-confined compression test. There is a compressive ellipsoid near the loading axis, whose dilation forms a tensile ring that provides confinement on this ellipsoid. The peak load of a point load test is linearly positive correlated to the tensile strength and negatively correlated to the Poisson ratio. The model was then verified using numerical and experimental approaches. In numerical verification, the PLT discs were simulated using flat-joint BPM of PFC3D to model the force distribution, crack propagation and BPM properties' effect with calibrated micro-parameters from laboratory UCS test and point load test of Berea sandstones. It further verified the mechanism experimentally by conducting a uniaxial compressive test, Brazilian test, and point load test on four different rocks. The findings from this study can explain the mechanism and improve the understanding of point load in determining uniaxial compressive strength.

해양플랜트 폭발사고 위험도 평가/관리를 위한 실증시험기법에 관한 연구 (A Research on the Verification Test Procedure for Quantitative Explosion Risk Assessment and Management of Offshore Installations)

  • 김봉주;하연철;서정관
    • 대한조선학회논문집
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    • 제55권3호
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    • pp.215-221
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    • 2018
  • The structural design of offshore installations against explosions has been required to protect vital areas (e.g. control room, worker's area etc.) and minimize the damage from explosion accidents. Because the explosion accident will not only result in significant casualties and economic losses, but also cause serious pollution and damage to surrounding environment and coastal marine ecosystems. Over the past two decades, an incredible efforts was made to develop reliable methods to reduce and manage the explosion risk. Among the methods Quantitative Risk Assessment and Management (QRA&M) is the one of cutting-edge technologies. The explosion risk can be quantitatively assessed by the product of explosion frequency based on probability calculation and consequence analyzed using computer simulations, namely Computational Fluid Dynamics (CFD) and Finite Element Analysis (FEA). However to obtain reliable consequence analysis results by CFD and FEA, uncertainties associate with modeling and simulation are needed to be identified and validated by comparison with experimental data. Therefore, large-scaled explosion test procedure is developed in this study. And developed test procedure can be helpful to obtain precious test data for the validation of consequence analysis using computer simulations, and subsequently allow better assessment and management of explosion risks.

ASSESSMENT OF CFD CODES USED IN NUCLEAR REACTOR SAFETY SIMULATIONS

  • Smith, Brian L.
    • Nuclear Engineering and Technology
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    • 제42권4호
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    • pp.339-364
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    • 2010
  • Following a joint OECD/NEA-IAEA-sponsored meeting to define the current role and future perspectives of the application of Computational Fluid Dynamics (CFD) to nuclear reactor safety problems, three Writing Groups were created, under the auspices of the NEA working group WGAMA, to produce state-of-the-art reports on different aspects of the subject. The work of the second group, WG2, was to document the existing assessment databases for CFD simulation in the context of Nuclear Reactor Safety (NRS) analysis, to gain a measure of the degree of quality and trust in CFD as a numerical analysis tool, and to take initiatives to extend the existing databases. The group worked over the period of 2003-2007 and produced a final state-of-the-art report. The present paper summarises the material gathered during the study, illustrating the points with a few highlights. A total of 22 safety issues were identified for which the application of CFD was considered to potentially bring real benefits in terms of better understanding and increased safety. A list of the existing databases was drawn up and synthesised, both from the nuclear area and from other parallel, non-nuclear, industrial activities. The gaps in the technology base were also identified and discussed. In order to initiate new ways of bringing experimentalists and numerical analysts together, an international workshop -- CFD4NRS (the first in a series) -- was organised, a new blind benchmark activity was set up based on turbulent mixing in T-junctions, and a Wiki-type web portal was created to offer online access to the material put together by the group giving the reader the opportunity to update and extend the contents to keep the information source topical and dynamic.

지역기후모델을 이용한 상세계절예측시스템 구축 및 겨울철 예측성 검증 (Construction of the Regional Prediction System using a Regional Climate Model and Validation of its Wintertime Forecast)

  • 김문현;강현석;변영화;박수희;권원태
    • 대기
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    • 제21권1호
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    • pp.17-33
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    • 2011
  • A dynamical downscaling system for seasonal forecast has been constructed based on a regional climate model, and its predictability was investigated for 10 years' wintertime (December-January-February; DJF) climatology in East Asia. Initial and lateral boundary conditions were obtained from the operational seasonal forecasting data, which are realtime output of the Global Data Assimilation and Prediction System (GDAPS) at Korea Meteorological Administration (KMA). Sea surface temperature was also obtained from the operational forecasts, i.e., KMA El-Nino and Global Sea Surface Temperature Forecast System. In order to determine the better configuration of the regional climate model for East Asian regions, two sensitivity experiments were carried out for one winter season (97/98 DJF): One is for the topography blending and the other is for the cumulus parameterization scheme. After determining the proper configuration, the predictability of the regional forecasting system was validated with respect to 850 hPa temperature and precipitation. The results showed that mean fields error and other verification statistics were generally decreased compared to GDAPS, most evident in 500 hPa geopotential heights. These improved simulation affected season prediction, and then HSS was better 36% and 11% about 850 hPa temperature and precipitation, respectively.

Debonding failure analysis of FRP-retrofitted concrete panel under blast loading

  • Kim, Ho Jin;Yi, Na Hyun;Kim, Sung Bae;Nam, Jin Won;Ha, Ju Hyung;Kim, Jang-Ho Jay
    • Structural Engineering and Mechanics
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    • 제38권4호
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    • pp.479-501
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    • 2011
  • Even though fiber reinforced polymer (FRP) has been widely used as a retrofitting material, the FRP behavior and effect in FRP retrofitted structure under blast loading, impulsive loading with instantaneous time duration, has not been accurately examined. The past studies have focused on the performance of FRP retrofitted structures by making simplifications in modeling, without incorporating accurate failure mechanisms of FRP. Therefore, it is critical to establish an analytical model that can properly consider the specific features of FRP material in evaluating the response of retrofitted concrete structures under blast loading. In this study, debonding failure analysis technique for FRP retrofitted concrete structure under blast loading is suggested by considering FRP material characteristics and debonding failure mechanisms as well as rate dependent failure mechanism based on a blast resisting design concept. In addition, blast simulation of FRP retrofitted RC panel is performed to validate the proposed model and analysis method. For validation of the proposed model and analysis method, the reported experimental results are compared with the debonding failure analysis results. From the comparative verification, it is confirmed that the proposed analytical model considering debonding failure of FRP is able to reasonably predict the behavior of FRP retrofitted concrete panel under blast loading.