• 제목/요약/키워드: Scenario-based Simulation Model

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폭우.폭설 시 침수 정보 전달과 통행시간 관계 연구 -에이전트 기반 모델을 활용하여- (A Study on Relationships between Travel Time and Provision of Road Inundation Information in Heavy Rain and Snow using an Agent-based Simulation Model)

  • 나유경;이승호;조창현
    • 한국경제지리학회지
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    • 제16권2호
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    • pp.262-274
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    • 2013
  • 최근 도시에 발생하는 폭우 폭설 등의 극단적인 기상현상은 대규모 재난으로 이어지며 사회적인 문제가 되고 있다. 본 연구는 극단적인 강수현상 발생 시 통행효율성을 증대시켜 도시 지역 내 경제적 손실을 최소화할 수 있는 최적의 침수 정보 전달 시나리오를 선정하고자 한다. 이를 위해 서울시 서초구 서초동 일대를 사례지역으로 NetLogo 툴킷을 활용한 모델을 작성하여, 극단적인 강수 발생 시 정보전달 시나리오별 통행시간의 시뮬레이션을 수행하였다. 시뮬레이션에 따르면, 노면에 습기가 있거나 강설량 20mm 미만인 시나리오에서는 20~40%의 운전자에게, 강설량 20mm 이상의 폭우가 발생한 시나리오에서는 40~60%의 운전자에게 도로통제의 정보를 전달하는 것이 효과적이라는 결과가 각각 도출되었다.

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치과용 유니트체어 유압구동 시스템 해석모델 개발 (Developing Analysis Model of Hydraulic System for Dental Chair)

  • 노대경;이동원;김택준;장주섭
    • 드라이브 ㆍ 컨트롤
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    • 제20권1호
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    • pp.27-33
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    • 2023
  • From the perspective of dental chair manufacturers, it is important to of localizing hydraulic system in order to secure market competitiveness. This study aims to develop the analysis model of a dental chair which overseas companies secure core technologies. The study follows the steps below. First, the component parts of the solenoid valve unit of a foreign leading company are analyzed and implemented in virtual environment. Second, dynamic behavior scenario is established based on solenoid valve signal chart provided by a foreign leading company. The analysis model is verified and its performance is analyzed using dynamic behavior according to each scenario. Third, a simulation is carried out to determine whether the cylinder velocity of designed hydraulic system surpasses 1cm/s as required by the design.

행위자 기반 모형을 활용한 농촌관광 사업 주민 참여 연구 - 계획된 행동 이론을 바탕으로 - (A Study on Residents' Participation in Rural Tourism Project Using an Agent-Based Model - Based on the Theory of Planned Behavior -)

  • 안승혁;윤순진
    • 농촌계획
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    • 제27권2호
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    • pp.77-89
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    • 2021
  • To predict the level of residents' participation in rural tourism project, we used agent-based model. The decision-making mechanism which calculates the utility related to attitude, subjective norm, perceived behavioral control of planned behavior theory was applied to the residents' decision to participate. As a result of the simulation over a period of 20 years, in the baseline scenario set similar to the general process of promoting rural projects, the proportion of indigenous people decreased and the participation rate decreased. In the scenarios with different learning frequencies in perceived behavioral control, overall participation rate decreased. Learning every five years had the effect of increasing the participation rate slightly. Participation rates increased significantly in the scenario that consider economic aspects and reputation in attitude and did not decline in the scenario where population composition was maintained. The virtuous cycle effect of subjective norm according to changes in participation rate due to influence of attitude and perceived behavioral control shows the dynamic relationship.

실도로 주행 조건 기반의 자율주행자동차 고위험도 평가 시나리오 개발 및 검증에 관한 연구 (A Study on Development of High Risk Test Scenario and Evaluation from Field Driving Conditions for Autonomous Vehicle)

  • 정승환;유제명;정낙승;유민상;편무송;김재부
    • 자동차안전학회지
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    • 제10권4호
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    • pp.40-49
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    • 2018
  • Currently, a lot of researches about high risk test scenarios for autonomous vehicle and advanced driver assistance systems have been carried out to evaluate driving safety. This study proposes new type of test scenario that evaluate the driving safety for autonomous vehicle by reconstructing accident database of national automotive sampling system crashworthiness data system (NASS-CDS). NASS-CDS has a lot of detailed accident data in real fields, but there is no data of accurate velocity in accident moments. So in order to propose scenario generation method from accident database, we try to reconstruct accident moment from accident sketch diagram. At the same step, we propose an accident of occurrence frequency which is based on accident codes and road shapes. The reconstruction paths from accident database are integrated into evaluation of simulation environment. Our proposed methods and processor are applied to MILS (Model In the Loop Simulation) and VILS (Vehicle In the Loop Simulation) test environments. In this paper, a reasonable method of accident reconstruction typology for autonomous vehicle evaluation of feasibility is proposed.

객체기반 셀룰러오토마타 모형을 이용한 하남시 토지이용변화 모의 (Simulation of land use changes in Hanam city using an object-based cellular automata model)

  • 김일권;권혁수
    • 한국지리정보학회지
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    • 제21권4호
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    • pp.202-217
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    • 2018
  • 인간 활동에 의한 도시의 토지이용변화는 도시의 공간구조와 생태계에 영향을 미친다. 토지이용변화 패턴을 파악하고 미래의 토지이용변화를 모의하는 것은 지속가능한 도시 관리를 위해 필요하지만, 토지이용변화의 불확실성과 복잡성으로 인해서 이를 효과적으로 모의하기 어렵다. 셀룰러오토마타 모형은 도시토지이용변화에 널리 사용되는 모형으로, 격자기반의 변화를 모의한다. 하지만, 격자기반의 모의는 실제 토지이용변화 특성을 반영하기 어렵고, 토지이용의 파편화가 나타나는 한계가 있다. 이러한 문제를 보완하기 위해 제작된 객체기반 셀룰러오토마타모형은 토지패치 객체별 변화를 모의한다. 본 연구는 하남시를 대상으로 객체기반 토지이용변화 모형을 제작하여 미래의 토지이용변화를 모의하였다. 제작된 모형의 정확도를 평가하는 성능지수는 24.1%로 평가되었다. 기준시나리오를 적용한 2038년의 토지이용변화 모의결과, 시가지는 16.4% 감소한 반면, 농경지는 9.0% 증가하였고, 초지는 19.3% 증가하였다. 개발시나리오의 경우 시가지는 22.4% 증가하였고, 농경지는 26.1% 감소한 반면, 산림과 초지는 큰 변화가 나타나지 않았다. 보전시나리오의 경우 시가지는 29.5%, 농경지는 8.8%감소하였고, 산림과 초지는 각각 6%, 42.8% 증가하였다. 본 모형은 실제 도시 토지이용변화를 효과적으로 모의하여 공간계획을 위한 의사결정지원도구로 사용될 수 있다.

Relay Assignment in Cooperative Communication Networks: Distributed Approaches Based on Matching Theory

  • Xu, Yitao;Liu, Dianxiong;Ding, Cheng;Xu, Yuhua;Zhang, Zongsheng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권11호
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    • pp.5455-5475
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    • 2016
  • In this article, we model the distributed relay assignment network as a many-to-one matching market with peer effects. We discuss two scenarios for throughput optimization of relay networks: the scenario of aggregate throughput optimization and the scenario of fairness performance optimization. For the first scenario, we propose a Mutual Benefit-based Deferred Acceptance (MBDA) algorithm to increase the aggregate network throughput. For the second scenario, instead of using the alternative matching scheme, a non-substitution matching algorithm (NSA) is designed to solve the fairness problem. The NSA improves the fairness performance. We prove that both two algorithms converge to a globally stable matching, and discuss the practical implementation. Simulation results show that the performance of MBDA algorithm outperforms existing schemes and is almost the same with the optimal solution in terms of aggregate throughput. Meanwhile, the proposed NSA improves fairness as the scale of the relay network expands.

자동차 조립 라인의 디지털 생산 구축 사례연구 (Digital Manufacturing Strategy & Case study of Automotive General Assembly)

  • 최무웅;한승택;서정훈;우종훈;이춘재;최양렬
    • 한국CDE학회논문집
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    • 제10권3호
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    • pp.199-209
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    • 2005
  • In this paper, a digital simulation model for an automotive assembly line is constructed by adapting a digital manufacturing methodology. Applied methodology is a simulation for a plant level of the assembly production line. The first significance of this methodology is a validation of the production planning based on various scenarios. The second is pre-verification for the new production plan or production method. The third is a visualization of the production process. Several models were implemented and those models were verified. Then, it was possible to find a most efficient production scenario and production method.

농촌 유역 저수지 상·하류 통합 홍수 모의 시스템 구축 및 적용 (An Integrated Flood Simulation System for Upstream and Downstream of the Agricultural Reservoir Watershed)

  • 곽지혜;김지혜;이현지;이준혁;조재필;강문성
    • 한국농공학회논문집
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    • 제65권1호
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    • pp.41-49
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    • 2023
  • To utilize the hydraulic and hydrological models when simulating floods in agricultural watersheds, it is necessary to consider agricultural reservoirs, farmland, and farmland drainage system, which are characteristics of agricultural watersheds. However, most of them are developed individually by different researchers, also, each model has a different simulation scope, so it is hard to use them integrally. As a result, there is a need to link each hydraulic and hydrological model. Therefore, this study established an integrated flood simulation system for the comprehensive flood simulation of agricultural reservoir watersheds. The system can be applied easily to various watersheds because historical weather data and the SSP (Shared Socio-economic Pathways) climate change scenario database of ninety weather stations were built-in. Individual hydraulic and hydrological models were coded and coupled through Python. The system consists of multiplicative random cascade model, Clark unit hydrograph model, frequency analysis model, HEC-5 (Hydrologic Engineering Center-5), HEC-RAS (Hydrologic Engineering Center-River Analysis System), and farmland drainage simulation model. In the case of external models with limitations in conceptualization, such as HEC-5 and HEC-RAS, the python interpreter approaches the operating system and gives commands to run the models. All models except two are built based on the logical concept.

Engagement-Scenario-Based Decoy-Effect Simulation Against an Anti-ship Missile Considering Radar Cross Section and Evasive Maneuvers of Naval Ships

  • Kim, Kookhyun
    • 한국해양공학회지
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    • 제35권3호
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    • pp.238-246
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    • 2021
  • The survivability of a naval ship is the ability of the ship and its onboard systems to remain functional and continue a designated mission in man-made hostile environments. A passive decoy system is primarily used as a weapon system for improving the survivability of a naval ship. In this study, an engagement scenario-based simulation program was developed for decoy effectiveness assessments against an anti-ship missile (ASM), which tracks a target with sea-skimming and active radar homing. The program can explain the characteristics of a target ship, such as the radar cross section and evasive maneuvers, as well as the operational performance of the onboard decoy system, the guidance method of the ASM, and the engagement environment's wind speed and direction. This paper describes the theory and formulations, configuration, and user interface of the developed program. Numerical examples of a decoy effect assessment of a virtual naval ship against an ASM are presented.

G2D 침수해석 모형을 이용한 시나리오 기반 도시 침수예측 연구 (A Study on Scenario-based Urban Flood Prediction using G2D Flood Analysis Model)

  • 노희성;박기홍
    • 한국항행학회논문지
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    • 제27권4호
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    • pp.488-494
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    • 2023
  • 본 논문에서는 2차원 침수해석 모형인 G2D를 이용하여 모의 도메인을 구성하고, 전주시 전역을 대상으로 시나리오 기반 도시 침수예측을 수행하였다. 도메인 구성과 격자별 조도계수 설정은 DEM과 토지피복도를 이용하고, G2D 모형의 입력은 수위, 수심 및 유량 등을 적용하였다. 가상강우는10분당3 mm로5시간동안모든격자에부여하였고, 가상 유량을 적용하여 지표면 침수해석 모의를 진행하였다. 또한 대상 지역의 침수해석 모델 실행 여부를 판단하기 위해 GPU 가속기법을 적용하였다. 모의 결과 고해상도 침수해석 시간의 대폭 단축 및 모의 시간별 시각적인 침수 판단을 위한 침수심을 생성할 수 있음을 확인하였다.