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

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Solution verification procedures for modeling and simulation of fully coupled porous media: static and dynamic behavior

  • Tasiopoulou, Panagiota;Taiebat, Mahdi;Tafazzoli, Nima;Jeremic, Boris
    • Coupled systems mechanics
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    • 제4권1호
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    • pp.67-98
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    • 2015
  • Numerical prediction of dynamic behavior of fully coupled saturated porous media is of great importance in many engineering problems. Specifically, static and dynamic response of soils - porous media with pores filled with fluid, such as air, water, etc. - can only be modeled properly using fully coupled approaches. Modeling and simulation of static and dynamic behavior of soils require significant Verification and Validation (V&V) procedures in order to build credibility and increase confidence in numerical results. By definition, Verification is essentially a mathematics issue and it provides evidence that the model is solved correctly, while Validation, being a physics issue, provides evidence that the right model is solved. This paper focuses on Verification procedure for fully coupled modeling and simulation of porous media. Therefore, a complete Solution Verification suite has been developed consisting of analytical solutions for both static and dynamic problems of porous media, in time domain. Verification for fully coupled modeling and simulation of porous media has been performed through comparison of the numerical solutions with the analytical ones. Modeling and simulation is based on the so called, u-p-U formulation. Of particular interest are numerical dispersion effects which determine the level of numerical accuracy. These effects are investigated in detail, in an effort to suggest a compromise between numerical error and computational cost.

심해저 채광로봇 기술개발을 위한 Verification & Validation의 적용 (Application of Verification & Validation for deepsea mining robot technology development)

  • 성기영;조수길;오재원;여태경;홍섭;김형우
    • 한국산업융합학회 논문집
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    • 제22권6호
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    • pp.689-702
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    • 2019
  • This paper deals with the verification of the functions about mining robot, which is the system for developing deep seabed resources by applying V&V(verification and validation). In order to overcome water pressure of 500 bar and to travel on soft ground, and to operate in deep sea environment with bad conditions, it is necessary to develop a robot that can satisfy various deepsea conditions. A mining robot has been developed based on simulation based design and Multidisciplinary design optimization. In order to verify the developed robot, lab test and real sea test should be performed for various marine environment conditions. There are too many requirements to consider, such as space, time, cost, personnel, and environment to do performance test. So it is costly and time consuming for developing robot. In order to solve this problems, V&V technique was applied to mining robot. The stages of mining robot design, fabrication and commission were verified.

Script-based Test System for Rapid Verification of Atomic Models in Discrete Event System Specification Simulation

  • Nam, Su-Man
    • 한국컴퓨터정보학회논문지
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    • 제27권5호
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    • pp.101-107
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    • 2022
  • 모델링 및 시뮬레이션은 목표 시스템의 동작 검증, 성능 분석, 운용 최적화, 예측을 위해 사용되는 기술이다. 이 기술의 대표적인 이산사건 시스템 명세(DEVS)는 모델들을 엄격한 형식론으로 정의하고 모델 간의 구조를 계층화한다. 이 DEVS 모델들의 원자 모델은 목표와 다른 의도로 동작하게 될 경우 시뮬레이션은 잘못된 의사결정으로 이어질 수 있다. 그럼에도 대부분 DEVS 시스템은 모델 테스트의 부재 또는 수동 테스트 환경으로 제공하여 개발자가 모델을 검증하는 데 오랜 시간이 소비된다. 본 논문에서는 파이썬 기반 DEVS에서 정확하고 빠른 원자 모델의 검증을 위해 스크립트 기반 테스트 시스템을 제안한다. 제안 테스트 시스템은 기존 방식인 수동 테스트와 새로운 방식인 스크립트 기반 테스트를 둘 다 사용한다. 우리 시스템의 실험 결과, 제안 테스트 방식은 스크립트를 10번 연속 실행 시 24ms 이내에 실행되었다. 그리하여 제안 시스템은 스크립트 기반 테스트를 사용해서 빠른 원자 모델 검증 시간을 보장하고, 테스트 스크립트의 재사용성을 향상한다.

SoC Front-end 설계를 위한 통합 환경

  • 김기선;김성식;이희연;김기현;채재호
    • 전자공학회지
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    • 제30권9호
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    • pp.1002-1011
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    • 2003
  • In this paper, we introduce an integrated SoC front-end design & verification environment which can be practically used in the embedded 32-bit processor-core SoC VLSI design. Our introduced SoC design & verification environment integrates two most important flows, such as the RTL power estimation and code coverage analysis, with the functional verification (chip validation) flow which is used in the conventional simulation-based design. For this, we developed two simulation-based inhouse tools, RTL power estimator and code coverage analyzer, and used them to adopt them to our RTL design and to increase the design quality of that. Our integrated design environment also includes basic design and verification flows such as the gate-level functional verification with back annotation information and test vector capture & replay environment.

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SE 프로세스 기반 국방 M&S체계 개발 절차 연구 (A Study on SE Process based Defense M&S System Development Procedures)

  • 이동준;고성현;이상복;노광현;윤주일
    • 시스템엔지니어링학술지
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    • 제19권1호
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    • pp.44-55
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    • 2023
  • The defense M&S system, which has been classified as a weapon system between requirements determination and project implementation, is being developed by applying the weapon system development procedure of the Defense Acquisition Program Administration. The M&S system abstracts and models the real world to suit the intended use and proceeds with the process of developing it as a software-oriented system. Overseas, the conceptual model development stage is staged before entering the design stage after the requirements analysis. In addition, each step includes verification and validation processes. In Korea, while establishing and applying the weapon system development procedure based on the SE process, the M&S system is also applied in the same way as the general weapon system, limiting appropriate development outputs and verification and validation. In this study, the system development procedure of the M&S system is established and presented based on the relevant standards and SE process of developed countries.

시뮬레이션을 이용한 함정 운용 시나리오 검증 자동화 연구: 승조원을 고려한 Crew Messroom 운용성 검증을 중심으로 (Study on Automation for Verification of Naval Ship's Operational Scenarios using Simulation: Focusing on Crew Messroom Case)

  • 오대균;이동건
    • 한국해양공학회지
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    • 제27권1호
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    • pp.24-30
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    • 2013
  • The Korea Navy has been making constant efforts to apply M&S (modeling and simulation) to naval ship development, and the generalization of M&S for ship development is a trend. M&S for ship design is used for the V&V (verification and validation) of its design and operation, including design verification and ergonomic design that considers the crew using the Naval Ship Product Model. In addition, many parts of this M&S are repeatedly accomplished regardless of the kinds of ships. This study aims to standardize M&S, which repeatedly applies similar verifications for operation scenarios. A congestion assessment simulation for the major spaces of ships was the subject of the standardization based on the leading research results of various researchers, and a simulation automation solution was suggested. An information model using XML was proposed through the simulation automation concept, and a prototype system based on it was implemented. The usability was shown through a case study that verified the operability performance of the crew messroom.

모델 기반 내장형 소프트웨어의 효율적 신뢰성 시험 기법 (An Efficient Software Reliability Testing Method for the Model based Embedded Software)

  • 박장성;조성봉;박현룡;김도완;김성균
    • 한국시뮬레이션학회논문지
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    • 제27권1호
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    • pp.25-32
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    • 2018
  • 본 논문은 모델 기반 내장형 소프트웨어의 자동 생성 코드에 대한 효율적인 신뢰성 시험 절차와 구체화된 동적 시험 방안에 대해서 제시하고 있다. 모델 정적/동적 시험 각각을 코드 정적/동적 시험 전에 수행함으로서 코드 신뢰성 시험 수행의 이점이 있음을 기술하였다. 또한, 모델과 코드의 신뢰성 시험 상관관계를 모델의 경우 Model Advisor와 Verification and Validation tool, 코드의 경우 Polyspace와 LDRA를 이용하여 살펴보고 제시한 절차대로 수행한 신뢰성 시험의 결과를 보여주고 있다.

M&S기반 무기체계개발에서 시스템 안전요건 반영을 통한 VV&A 프로세스 개선에 관한 연구 (On Improving the Verification, Validation and Accreditation Process by Including Safety Requirements in M&S-Based Development of Weapon Systems)

  • 심상현;이재천
    • 대한안전경영과학회지
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    • 제16권4호
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    • pp.123-131
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    • 2014
  • Modern weapon systems are getting more complex in terms of the functionality and also the conditions on the environment and range in which they are deployed and used. Therefore, many development programs can easily be exposed to a variety of risks, resulting in delayed schedules and cost overrun. As such, effective means are necessary to keep the defence budget at an affordable level while competitive edges on technological aspects are retained. As one way to meet those need, modeling and simulation (M&S) methods have widely been used, particularly in the test and evaluation (T&E) process for weapon systems development. The result of M&S-based systems development should be evaluated by the verification, validation & accreditation (VV&A) process to assure keeping reliability at a desired level. On the other hand, due to the explosiveness, the weapons systems development naturally requires to consider safety issues in both the T&E and operational periods. The purpose of this paper is to improve the VV&A process by reflecting the safety requirements therein. To do so, the VV&A process has been analyzed and graphically modeled first and then safety elements have been incorporated effectively. The use of the improved process in the war ships development has also been discussed. Based on the process proposed and the consequent database constructed, the target system can be expected to benefit from reducing development risks while assuring systems safety.

BASINS/HSPF 모형을 이용한 수질오염총량관리 유달율 산정방법 연구 (Estimation of Delivery Ratio Based on BASINS/HSPF Model for Total Maximum Daily Load)

  • 박주현;황하선;류덕희;권오상
    • 한국물환경학회지
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    • 제28권6호
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    • pp.833-842
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    • 2012
  • In this study Window interface to Hydrological Simulation Program-FORTRAN (HSPF) developed by the United States Environmental Protection Agency (EPA) was applied to the upstream of Namgang watershed to estimate its applicability for estimating Delivery Ratio (DR) of water pollutants for Total Maximum Daily Load (TMDL). BASINS/HSPF which is selected in this study, is found to be appropriate for simulation of daily flow and water quality in target basins. DR was estimated utilizing discharge loads of unobserved sub-basin and delivery load of unobserved locations obtained not by actual evaluation but by simulation through validation and verification. Annual average DR of BOD, TN and TP were 0.97 ~ 1.50, 2.23 ~ 3.21, and 0.81 ~ 1.09 respectively. Net DR of dependent basins excluding influence of upstream basin was 1.50 ~ 1.70, 0.55 ~ 0.69, and 0.24 ~ 0.31, all of which are lower than those of independent basins area. Utilizing the model selected by this research, DR and Net DR of unobserved basins will be estimated, which will help determine priorities in management of basin areas.

Development of TREND dynamics code for molten salt reactors

  • Yu, Wen;Ruan, Jian;He, Long;Kendrick, James;Zou, Yang;Xu, Hongjie
    • Nuclear Engineering and Technology
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    • 제53권2호
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    • pp.455-465
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    • 2021
  • The Molten Salt Reactor (MSR), one of the six advanced reactor types of the 4th generation nuclear energy systems, has many impressive features including economic advantages, inherent safety and nuclear non-proliferation. This paper introduces a system analysis code named TREND, which is developed and used for the steady and transient simulation of MSRs. The TREND code calculates the distributions of pressure, velocity and temperature of single-phase flows by solving the conservation equations of mass, momentum and energy, along with a fluid state equation. Heat structures coupled with the fluid dynamics model is sufficient to meet the demands of modeling MSR system-level thermal-hydraulics. The core power is based on the point reactor neutron kinetics model calculated by the typical Runge-Kutta method. An incremental PID controller is inserted to adjust the operation behaviors. The verification and validation of the TREND code have been carried out in two aspects: detailed code-to-code comparison with established thermal-hydraulic system codes such as RELAP5, and validation with the experimental data from MSRE and the CIET facility (the University of California, Berkeley's Compact Integral Effects Test facility).The results indicate that TREND can be used in analyzing the transient behaviors of MSRs and will be improved by validating with more experimental results with the support of SINAP.