• 제목/요약/키워드: simulation based scheduling

검색결과 609건 처리시간 0.033초

Modeling and Simulation of Scheduling Medical Materials Using Graph Model for Complex Rescue

  • Lv, Ming;Zheng, Jingchen;Tong, Qingying;Chen, Jinhong;Liu, Haoting;Gao, Yun
    • Journal of Information Processing Systems
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    • 제13권5호
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    • pp.1243-1258
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    • 2017
  • A new medical materials scheduling system and its modeling method for the complex rescue are presented. Different from other similar system, first both the BeiDou Satellite Communication System (BSCS) and the Special Fiber-optic Communication Network (SFCN) are used to collect the rescue requirements and the location information of disaster areas. Then all these messages will be displayed in a special medical software terminal. After that the bipartite graph models are utilized to compute the optimal scheduling of medical materials. Finally, all these results will be transmitted back by the BSCS and the SFCN again to implement a fast guidance of medical rescue. The sole drug scheduling issue, the multiple drugs scheduling issue, and the backup-scheme selection issue are all utilized: the Kuhn-Munkres algorithm is used to realize the optimal matching of sole drug scheduling issue, the spectral clustering-based method is employed to calculate the optimal distribution of multiple drugs scheduling issue, and the similarity metric of neighboring matrix is utilized to realize the estimation of backup-scheme selection issue of medical materials. Many simulation analysis experiments and applications have proved the correctness of proposed technique and system.

Development of integrated scheduling system for virtual manufacturing system

  • Roh, Kyoungyun;Noh, Sangdo;Lee, Kyoil
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 Proceedings of the Korea Automatic Control Conference, 11th (KACC); Pohang, Korea; 24-26 Oct. 1996
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    • pp.354-357
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    • 1996
  • Virtual Manufacturing System(VMS) is an integrated computer based model which has physical, logical schema and behavior of real manufacturing system. In this paper, an integrated scheduling system is developed to simulate and control a Virtual Factory. A workflow model is constructed to define and analyze the structure of a VMS. On-line dynamic dispatching system is developed using MultiPass algorithm and scheduling system considering dynamic CAPP is carried out. Integrated scheduling system developed in this paper reduces the discrepancies between virtual model and real manufacturing system, and control of real shop floor is possible.

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Packet Scheduling with QoS and Fairness for Downlink Traffic in WiMAX Networks

  • Nie, Wei;Wang, Houjun;Park, Jong-Hyuk
    • Journal of Information Processing Systems
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    • 제7권2호
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    • pp.261-270
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    • 2011
  • The IEEE 802.16 standard is supposed to provide a wide-range broadband wireless service, but it leaves the implementation of the wireless resource scheduler as an open issue. We have studied the scheduling problem and propose a two level scheduling (TLS) scheme with support for quality of service and fairness guarantees for downlink traffic in a WiMAX network. A central controller Base Station has a number of users, and each mobile subscriber station has different channel conditions. The same mobile subscriber station may have different service requirements at different times in the WiMAX network. Based on OPNET simulation, the results show our scheduling algorithm can increase the network throughput, maintain relative fairness, and lower delay over the round robin and weighted round robin algorithms.

OFDMA 다운링크를 위한 멀티미디어 서비스 스케줄링 알고리즘 (Multimedia Service Scheduling Algorithm for OFDMA Downlink)

  • 장봉석
    • 한국콘텐츠학회논문지
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    • 제6권2호
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    • pp.9-16
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    • 2006
  • 본 논문은 광대역 무선 통신망의 물리계층 OFDMA시스템 구조에서 멀티미디어 패킷 서비스의 효율적인 처리를 위한 스케줄링 알고리즘을 제안한다. 스케줄링 알고리즘은 무선 채널 상태 정보 추정을 이용하고 클래스 및 우선권 정책 기반 전송 순위 결정과 이에 의한 전송률 할당을 한다. 그 결과로 제안된 스케줄링 알고리즘은 실시간 서비스에 대해선 최대 트래픽 처리량과 jitter의 최소화를 만족하고 비실시간 서비스에 대해 공평한 트래픽 처리를 수행한다. 제안 된 스케줄링 알고리즘은 기존의 라운드 로빈 스케줄링 방식과 시뮬레이션을 통한 비교를 통해서 보다 우수한 성능을 보인다.

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Conceptual Design of Production Planning and Scheduling Module to Improve Delivery Quality

  • Choi, Jung-Sang
    • 한국국방경영분석학회지
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    • 제29권1호
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    • pp.112-119
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    • 2003
  • The procedure and implementation of an simulation based production planning and scheduling system. Production planning and scheduling is important problem in manufacturing field. It is so important for delivery quality as well as productivity, too. In this paper, heuristic production planning and scheduling module for improving delivery quality and productivity will be discussed. Beginning with total demand and initial work in process, the algorithms for production scheduling and planning can efficiently generate a feasible production resources and capacity schedule results in high resource utilization, minimum number of the late orders and reduced labor variability. The algorithm is executed to achieve the best on time delivery performance. The developed heuristic algorithms in the module will be expected to provide the better delivery performance and productivity.

시뮬레이션 일정기법;최종공사기간의 확률 통계적 특성 추정 (Probability Distribution of Project Completion Times in Simulation based Scheduling)

  • 이동은;김률희
    • 한국건설관리학회:학술대회논문집
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    • 한국건설관리학회 2007년도 정기학술발표대회 논문집
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    • pp.327-330
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    • 2007
  • 기존의 시뮬레이션 일정기법은 최종공사기간(Project Completion Times: PCTs)이 정규분포를 따른다는 가정을 전제로 한다. 그러나 본 논문에서는 이 가정이 항상 옳은 것이 아니며, 이것이 잘못된 결과를 초래할 수 있다는 것을 검증한다. 이처럼 의문이 제기되지 않고 받아들여져 온 가정이 시뮬레이션 분석 결과에 어떠한 영향을 줄 수 있는지를 밝혀내는 리키스 정량화기법(risk Quantification method)을 MATLAB 알고리즘으로 구현하였으며, 네트워크의 모델링에서부터 시뮬레이션 출력 값들로 구성된 샘플집단들에 대한 분석에 이르기까지 전 단계를 MATLAB 프로그래밍으로 구현된 알고리즘을 사용하여 제기된 의문에 대한 답을 제시하였다. 특정 네트워크를 구성하는 엑티비티 기간 값들을 정의하는 확률분포함수의 종류를 다양하게 변화시켜 시뮬레이션 결과 값들 - 최종공사기간 값들 - 을 생성하고, 이처럼 생성된 시뮬레이션 출력 값들로 구성된 샘플집단들의 확률 통계적 특성을 분석하였다. 본 연구는 시뮬레이션을 기반으로 하는 일정관리기법의 신뢰성을 향상시키며, 일정관련 리시크 분석의 정확성을 향상시키는데 기여할 것이다.

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Development of PC-based PVC scheduling system connected with ERP system

  • Kang, Min-Gu;Kang, Soo-Kil;Lee, Ho-Kyung;Park, Sun-Won
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.945-949
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    • 2004
  • These days there are so many scheduling systems or softwares. But only few scheduling systems have succeeded in the market. In spite of powerful engine and functions, those systems have difficulties to be applied in real processes. In real processes, there are various constraints caused by physical or systematical environments of plants. Those constraints are too many to be handled in the system. This problem makes it difficult for the system to represent the details of processes. In order to resolve this problem, we have developed a specialized scheduling system for a target process. The system could be developed by the experts for target process and researchers for scheduling. In this study, a scheduling system for PVC process has been developed as an MILP (Mixed integer linear programming) model and coded in $Fortran^{TM}$. The scheduling system has been applied to two processes, which have different characteristics. Simulation results indicate that the profit of the target process can be increased by about 5% by implementing the scheduling system.

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Effective simulation-based optimization algorithm for the aircraft runway scheduling problem

  • Wided, Ali;Fatima, Bouakkaz
    • Advances in aircraft and spacecraft science
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    • 제9권4호
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    • pp.335-347
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    • 2022
  • Airport operations are well-known as a bottleneck in the air traffic system, putting growing pressure on the world's busiest airports to schedule arrivals and departures as efficiently as possible. Effective planning and control are essential for increasing airport efficiency and reducing aircraft delays. Many algorithms for controlling the arrival/departure queuing area are handled, considering it as first in first out queues, where any available aircraft can take off regardless of its relative sequence with other aircraft. In the suggested system, this problem was compared to the problem of scheduling n tasks (plane takeoffs and landings) on a multiple machine (runways). The proposed technique decreases delays (via efficient runway allocation or allowing aircraft to be expedited to reach a scheduled time) to enhance runway capacity and decrease delays. The aircraft scheduling problem entails arranging aircraft on available runways and scheduling their landings and departures while considering any operational constraints. The topic of this work is the scheduling of aircraft landings and takeoffs on multiple runways. Each aircraft's takeoff and landing schedules have time windows, as well as minimum separation intervals between landings and takeoffs. We present and evaluate a variety of comprehensive concepts and solutions for scheduling aircraft arrival and departure times, intending to reduce delays relative to scheduled times. When compared to First Come First Serve scheduling algorithm, the suggested strategy is usually successful in reducing the average waiting time and average tardiness while optimizing runway use.

블루투스 피코넷을 위한 효율적 스케줄링 기법 (An Efficient Scheduling Scheme for Bluetooth Piconets)

  • 이우신;이혁준
    • 한국정보과학회논문지:정보통신
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    • 제30권1호
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    • pp.38-47
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    • 2003
  • 블루투스의 통신 방식은 마스터에 의해 제어되는 TDD 기반의 방식으로, 슬레이브의 패킷 전송은 마스터의 패킷 전송 여부에 따라 종속적으로 이루어진다. 따라서 마스터 또는 슬레이브의 큐 내에 전송할 데이타가 없을 경우 POLL 또는 NULL 패킷 전송으로 인한 슬롯의 낭비가 발생할 수 있다. 그러므로 블루투스 인트라피코넷 통신에서 슬롯의 낭비를 최소화 할 수 있는 스케줄링 기법은 매우 중요한 요소이다. 그러나 인트라피코넷 스케줄링은 마스터에 의하여 이루어지므로, 일반적으로 알려진 스케줄링 기법을 적용하기 위해서는 마스터가 슬레이브의 큐 내의 대기 중인 데이타의 양을 알아야 하지만, 블루투스 통신 방식에는 이것이 불가능하다. 본 논문에서는 슬레이브 큐 내에 대기 중인 데이타의 양에 대한 정보 없이도 효율적인 스케줄링이 가능한 블루투스 피코넷 스케줄링 기법을 제안한다. 제안된 스케줄링 기법은 슬레이브와 마스터 간에 주고받은 패킷의 종류에 따라 마스터는 마스터와 슬레이브의 큐 내에 대기 중인 데이타의 존재여부를 식별하고 이를 기반으로 하여 슬레이브들과의 스케줄링을 수행한다. 제안된 스케줄링 기법과 기존의 스케줄링 기법간의 비교 실험을 통하여 제안된 스케줄링 기법의 우수함을 보인다.

시뮬레이션 기반 조선소 레이아웃 설계 시스템 개발 (A Shipyard Layout Design System by Simulation)

  • 송영주;이동건;우종훈;신종계
    • 대한조선학회논문집
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    • 제45권4호
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    • pp.441-454
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    • 2008
  • Shipyard design and equipments layout problem, which are directly linked with the productivity of ship production, is an important issue serving as reference data of production plan for later massive production of ships. So far in many cases, design of a shipyard has been relying on the experienced engineers in shipbuilding, resulting in sporadic and poorly organized processes. And thus, economic losses as well as trials and errors in that accord have been pointed out as inevitable problems. This paper extracts a checklist of major elements to fine tune the shipbuilding yard designing process and the input/output data based on the simulation based shipbuilding yard layout designing framework and methodology proposed in existing researches, and executed initial architecture to develop software that integrates all the relevant processes and designing tools. In this course, both user request and design data by the steps are arranged and organized in the proposed layout design template form. In addition, simulation is done based on the parent shipbuilding process planning and scheduling data of the ship product, shipbuilding process and work stage facilities that constitute shipbuilding yard, and design items are verified and optimized with the layout and equipment list showing optimal process planning and scheduling effects. All the contents of this paper are based on simulation based shipbuilding yard layout designing methodology, and initial architecture processes are based on object oriented development methodology and system engineering methods.