• 제목/요약/키워드: event prediction

검색결과 322건 처리시간 0.025초

컴퓨터시뮬레이션에 의한 피난행태예측 및 안전성능평가 방법에 관한 연구(I) (A Study on the Evaluation Method of the Building Safety Performance and the during Building Fires with Computer Prediction of Occupants′ Egress Behavior Simulation)

  • 최원령;이경회
    • 한국화재소방학회논문지
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    • 제3권1호
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    • pp.19-28
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    • 1989
  • It has been recognized that the escape facility planning is very important for effective evacuation of accupants on fire event. The ultimate goal of the escape facility planning is to evacuate occupants rapidly from building fires to the safe areas. In fire event, occupants usually gather, utilize and finally act upon information about state transient of building fire system, which is consisted of components of fire, building and accupant during the ralatively short period of the fire event. That is, occupants' egress behavior is largely dependent upon building fire system. Therefore, comprehensive study for the relationship between building fire system and occupants' egress behavior is needed. This study aims to suggest the pre -occupancy evaluation method of the life safety performance for the architectural design based on prediction of occupants' egress behavior during building fires with computer simulation.

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DESIGN AND IMPLEMENTATION OF THE MISSION PLANNING FUNCTIONS FOR THE KOMPSAT-2 MISSION CONTROL ELEMENT

  • Lee, Byoung-Sun;Kim, Jae-Hoon
    • Journal of Astronomy and Space Sciences
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    • 제20권3호
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    • pp.227-238
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    • 2003
  • Spacecraft mission planning functions including event prediction, mission scheduling, command planning, and ground track display have been developed for the KOMPSAT-2 mission operations. Integrated event prediction functions including satellite orbital events, user requested imaging events, and satellite operational events have been implemented. Mission scheduling functions have been realized to detect the mission conflicts considering the user specified constraints and resources, A conflict free mission scheduling result is mapped into the spacecraft command sequences in the command planning functions. The command sequences are directly linked to the spacecraft operations using eXtensible Markup Language(XML) for command transmission. Ground track display shows the satellite ground trace and mission activities on a digitized world map with zoom capability.

SPN에 의한 이산사건 시뮬레이션 결과 예측에 관한 연구 (A Study on the Outputs Prediction of Discrete Event Simulation with SPN)

  • 정영식
    • 한국시뮬레이션학회논문지
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    • 제4권1호
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    • pp.13-24
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    • 1995
  • In general, simulation and analytic method are used for real system analysis. However, or date, there has been only the theoretical works on each approach. Therefore it is required that we study on the relationship between each approaches to obtain more reliable and correct system analysis results. In this paper, using SPN(Stochasitc Petri Net) formalism, we propose the method of output prediction of the DEVS(Discrete Event system Specification) simulation. For this we suggest a transformation algorithm which transform SPN form DEVS formalism based on the event scheduling world view and a verification algorithm for it. We then show an example to apply it to the real system, such that the Grocery Store System.

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예측정확도 향상 전략을 통한 예측기반 병렬 게이트수준 타이밍 시뮬레이션의 성능 개선 (Performance Improvement of Prediction-Based Parallel Gate-Level Timing Simulation Using Prediction Accuracy Enhancement Strategy)

  • 양세양
    • 정보처리학회논문지:컴퓨터 및 통신 시스템
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    • 제5권12호
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    • pp.439-446
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    • 2016
  • 본 논문에서는 예측기반 병렬 이벤트구동 게이트수준 타이밍 시뮬레이션의 성능 개선을 위한 효율적인 예측정확도 향상 전략을 제안한다. 제안된 기법은 병렬 이벤트구동 로컬시뮬레이션들의 입력값과 출력값에 대한 예측을 이중으로 예측할 뿐만 아니라, 특별한 상황에서는 동적으로 예측할 수 있게 한다. 이중 예측은 첫번째 예측이 틀린 경우에 두번째 정적 예측 데이터로써 새로운 예측을 시도하게 되며, 동적 예측은 실제의 병렬 시뮬레이션 실행 과정 도중에 동적으로 축적되어진 지금까지의 시뮬레이션 결과를 예측 데이터로 활용하는 것이다. 제안된 두가지의 예측정확도 향상 기법은 병렬 시뮬레이션의 성능 향상의 제약 요소인 동기 오버헤드 및 통신 오버헤드를 크게 감소시킨다. 이 두가지 중요한 예측정확도 향상 방법을 통하여 6개의 디자인들에 대한 예측기반 병렬 이벤트구동 게이트수준 타이밍 시뮬레이션이 기존 통상적 방식의 상용 병렬 멀티-코어 시뮬레이션에 비하여 약 5배의 시뮬레이션 성능이 향상됨을 확인할 수 있었다.

Conditional Event Matching Prediction of Nonlinear Phenomena of Insulator Pollution in Coastal Substations Based on Actual Database

  • Nakamura, Masatoshi;Goto, Satoru;Katafuchi, Tatsuro;Taniguchi, Takashi
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1999년도 제14차 학술회의논문집
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    • pp.157-160
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    • 1999
  • A prediction method of conditional event matching pre-diction (EMP) for a purpose of predicting nonlinear phenomena of insulator pollution was proposed in this paper. The EMP was used if the conditional probability for increase of insulator pollution exceeded a threshold value. A performance of the EMP was strongly related to selection of database of events and a closeness function. By use of the prediction of the insulator pollution based on the conditional EMP, reliable decision making for the washing timing of the polluted insulators was e-valuated based on actual data in Kasatsu substation, Japan.

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Forecasting Accidents by Transforming Event Trees into Influence disgrams

  • Yang, Hee-Joong
    • 산업경영시스템학회지
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    • 제29권1호
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    • pp.72-75
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    • 2006
  • Event trees are widely used graphical tool to denote the accident inintiation and escalation to more severe accident. But they have some drawbacks in that they do not have efficient way of updating model parameters and also they can not contain the information about dependency or independency among model parameters. A tool that can cure such drawbacks is an influence diagram. We introduce influence diagrams and explain how to update model parameters and obtain predictive distributions. We show that an event tree can be converted to a statistically equivalent influence diagram, and bayesian prediction can be made more effectively through the use of influence diagrams.

DISCRETE EVENT SYSTEM SIMULATION APPROACH FOR AN OPERATION ANALYSIS OF A HEADEND PROCESS FACILITY

  • Lee, Hyo-Jik;Kim, Sung-Hyun;Park, Byung-Suk
    • Nuclear Engineering and Technology
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    • 제41권5호
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    • pp.739-746
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    • 2009
  • This paper introduces facility operation modeling and simulation based primarily on a discrete event system modeling scheme. Many modern industrial facilities are so complex that their operational status cannot be estimated by simple calculations. In general, a facility can consist of many processes and transfers of material between processes that may be modeled as a discrete event system. This paper introduces the current status of studies on operation modeling and simulation for typical nuclear facilities, along with some examples. In addition, this paper provides insights about how a discrete event system can be applied to a model for a nuclear facility. A headend facility is chosen for operation modeling and the simulation, and detailed procedure is thoroughly described from modeling to an analysis of discrete event results. These kinds of modeling and simulation are very important because they can contribute to facility design and operation in terms of prediction of system behavior, quantification of facility capacity, bottleneck identification and efficient operation scheduling.

배스의 확산모형을 이용한 이벤트 방문수요 상측에 관한 연구 (Analyzing and Forecating of Event Visitation :Applicaton of Bass'Model of Diffusion Process)

  • 엄서호
    • 한국조경학회지
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    • 제26권1호
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    • pp.51-58
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    • 1998
  • The opening of an event in a given geographical area may be defined as an innovation. Visitors to the event adopt the innovation; therefore, their visitation patterns since the opening can be regarded as a diffusion process. Bass' model of diffusion process was applied to analyzing weekly visitation of Kwang-ju Viennale. Parameters of the Bass' model were estimated by regression analysis, and then reviewed in terms of applicability. Actual estimation of event visitation was implemented by calculation of the three parameters of the model based on the actual data. After comparing estimated value with actual value, it was concluded that Bass' model is applicable to estimating event visitation as far as it is the only prediction method available at this point.

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항공기 결항과 연쇄 교통사고를 야기한 연안안개 사례 연구 (A Case Study of Coastal Fog Event Causing Flight Cancellation and Traffic Accidents)

  • 김영철
    • 한국항공운항학회지
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    • 제25권1호
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    • pp.1-10
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    • 2017
  • A heavy foggy event accompanying with complex coastal fog was investigated in this study. This heavy foggy event occurred on FEB 11, 2015. Due to reduced visibility with this foggy event induced more than 100times serial traffic accidents over the Young-jong highway, and Flights from 04:30 AM to 10:00 AM were cancelled on Inchon International Airport. This heavy foggy event was occurred in synoptic and mesoscale environments but dense coastal fog were combined with a combination of sea fog, steam fog, and radiation fog. This kind of coastal fog can predicted by accurate analysis of the direction of the air flow, sea surface temperature(SST), and 925hPa isotherms from numerical weather prediction charts and real time analysis charts.

이산사건 시뮬레이션을 이용한 수중 선체 탐색 시간 예측 모델 개발 (Development of Underwater Hull Search Time Prediction Model with Discrete Event Simulation )

  • 이주필;함승호
    • 대한조선학회논문집
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    • 제61권3호
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    • pp.152-160
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    • 2024
  • In the event of a maritime accident, search plans have traditionally been planned using experiential methods. However, these approaches cannot guarantee safety when the scale of a maritime accident increases. Therefore, this study proposes a model utilizing discrete event simulation (DES) to predict the diving time for compartment searches of a ship located on the seabed. The discrete event simulation model was created by applying the DEVS formalism. The M/V Sewol sinking was used as an example to simulate how to effectively navigate compartments of different sizes. The simulation results showed the optimal dive time with the number of decompression chambers needed to navigate the compartment as a variable. Based on this, we propose a methodology for efficient navigation planning while ensuring diver safety.