• Title/Summary/Keyword: System-Level Simulation

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Simultaneous Optimization of Level of Repair and Spare Parts Allocation for MIME Systems under Availability Constraint with Simulation and a Meta-heuristic (가용도 제약하에 시뮬레이션과 메타 휴리스틱을 이용한 MIME 시스템의 수리수준 및 수리부속 할당 동시 최적화)

  • Chung, Il-Han;Yun, Won-Young;Kim, Ho-Gyun
    • Korean Management Science Review
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    • v.26 no.1
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    • pp.209-223
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    • 2009
  • In this paper, an analysis problem of repair levels and spare part allocation for MIME(Multi indenture multi echelon) systems is studied using simulation and meta-heuristics. We suggest a method to determine simultaneously repair levels and spare parts allocation to minimize the life cycle cost of MIME system under availability constraint. A simulated annealing method is used to analyze the repair levels and genetic algorithm is used to obtain the optimal allocation of spare parts. We also develop a simulation system to calculate the life cycle cost and system availability. Some numerical examples are also studied.

Reliability Analysis of Hybrid Rocket using Monte-Carlo Simulation (몬테 카를로 시뮬레이션을 이용한 하이브리드 로켓의 신뢰성 분석)

  • Moon, Keunhwan;Kim, Wanbeom;Lee, Jungpyo;Choi, Jooho;Kim, Jinkon
    • Journal of Aerospace System Engineering
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    • v.7 no.4
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    • pp.1-11
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    • 2013
  • In this study, probabilistic reliability analysis was conducted for hybrid rocket performance using Monte-Carlo Simulation. For the accuracy, reliability analysis was performed with experimental data. To simplify the analysis process, the oxidizer was supplied with constant pressure, so that pressure variation with time can be eliminated. And time-space averaged regression rate model was used. The regression rate is obtained with a series of experiments. For reliability analysis of thrust, constant exponent of regression rate is assumed that has probabilistic character. So, the efficiency of characteristic velocity has also probabilistic values. As a results, probability distribution of the thrust is obtained by Monte-Carlo simulation using random samples of the input parameter and validated under the 95% confidence level.

A Reaction Scheme supporting the Reliable Service in Mobile Networks (이동망에서 서비스 보장을 위한 대응방안)

  • 박상준
    • Journal of the Korea Society for Simulation
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    • v.13 no.2
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    • pp.65-73
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    • 2004
  • The capability to provide the network service must survive even if a significant network system element is disrupted. To sustain the network service under the system failure, network survivability mechanisms minimizing the impact of failures are needed. Also, since the mobile network has its unique characteristic, the survivability scheme for the vulnerability of the mobile network is required. This paper proposes a survivability scheme to support the reliable service of the wireless access point level (BS-base station system). By the survivability scheme, the mobile network can use an overlap BS of the cellular network architecture after a BS system failure. We analyze the performance of the proposed scheme using Markov model. Also, a computer simulation is used for the scheme analysis. The proposed scheme shows that the service of the mobile network can be provided under the BS system failure.

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AC/DC Converter Design of The korean type Multi-Propulsion System (한국형 다중추진시스템의 AC/DC 컨버터 설계)

  • Sung H.K.;Jho J.M.;Jeong B.S.;Jo H.J.;Kim S.Y.
    • Proceedings of the KIEE Conference
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    • summer
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    • pp.1319-1321
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    • 2004
  • This paper presents a model and simulation for the korean type multi-propulsion system consisting of a gas turbine driven synchronous alternator coupled to a rectifier and dc-to-dc converter. The simulation modules include turbine system, alternator and rectifier, dc-to-dc converter, power management module. A modular, system level simulation of the propulsion system prototype is presented in order to confirm stability for loads with uncertain input impedances and uncertain control loop speeds.

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Estimation of a Cyclic or Acyclic Network System Reliability and MTTF by the Monte-Carlo Simulation Method (Monte-Carlo Simulation방법(方法)에 의한 복잡한 System의 신뢰성(信賴性)과 평균수명(平均壽命) 추정(推定))

  • Lee, Chang-Ho
    • Journal of Korean Society for Quality Management
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    • v.10 no.2
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    • pp.18-24
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    • 1982
  • This paper estimates the reliability & mean time to failure (MTIF) of a cyclic or acyclic network system by the Monte-Carlo simulation method. Estimates of MTTF and Reliability become difficult as the complexity of a system increases. The method in this paper finds all simple paths from the given network, and then simulates the reliability of the required time and MTFF by using these paths. Life-times of the components in a network follow some probability distributions (Exponential, Weibull, Normal, Lognormal, etc.). The method, written in Level II. Basic Language, is validated for some simple examples and then estimates the reliability and MTFF of some cyclic network system.

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Position-Fix Improvement of Integrated GPS and DR System Using Two-Level Noise Model (이중 잡음모델을 채용한 통합 GPS/DR 시스템의 측위성능개선)

  • Nam, Chan Woong;Lim, Sang Seok
    • Journal of Advanced Navigation Technology
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    • v.2 no.2
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    • pp.75-83
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    • 1998
  • This paper presents a low cost and high accuracy integrated Global Positioning System (GPS)/dead reckoning (DR) system. The integrated GPS/DR system is capable of providing highly accurate position data in real-time or in post processing. Based on the analysis of the main error source affecting the DR measurements, an eight-state mathematical model for the integrated system has been developed to represent these errors. This eight-state model has been used to build a nonlinear filter for the estimation of the state vector at every epoch when DR measurements are available. The accuracy of the system has been evaluated using 1Hz DR measurements and 3Hz continuous GPS position estimates. Through numerical simulation the system performance during periods with GPS outage has been investigated by comparing two different noise models. While one model is the position estimation filter containing a single noise model, the other filter includes two-level noise model. The simulation results have shown that the estimation filter containing two-level noise model for computing the position error of the integrated GPS/DR system yields better performance than that the filter including the single-level noise model does.

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A Case Study on the Aggregate Planning of Multi-product Small-batch Production Facilities: Focusing on System Dynamics Simulation Modeling (다품종 소량생산 설비의 총괄생산계획에 관한 사례 연구: 시스템다이내믹스 시뮬레이션 모델링을 중심으로)

  • Lee, Seungdoe;Kim, Sang Won
    • Journal of Korean Society for Quality Management
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    • v.50 no.1
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    • pp.153-167
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    • 2022
  • Purpose: The purpose of this study is to guide the operation managers who plan daily production of large mass-processing facility that services multi-customers with multi-product, small-batch item characteristics by providing the practical best production quantity and the inventory allowed to build. Methods: Close observation of a subcontract paint-shop operator captured the daily decision process which was reflected in the subcontractor-unique mathematical model and the system dynamics simulation model. Multiple simulations were run to find the practical best production quantity and the maximum allowable stock level of inventory that did not undermine the profit from practical best daily production. Actual data and a few constant values were obtained from the firm under study. Results: While the inventory holding cost for the customer-owned material harms the total profit of the subcontractor, the running cost of the processing facility hinders production in small batches. This balances the maximum possible productions and results in practical best daily production which can be found through simulation runs with actual data. The maximum level of stocked inventory is deduced from the practical best daily production. Conclusion: To build a large volume that enables economy-of-scale production, operators should deal with multi-product small-batch items from multiple customers. When the planned schedule of the time and amount of material in-flow tend not to be reliable, operators can find it practical to execute level production across the planning horizon instead of adjusting to day-to-day in-flow fluctuations.

Construction of a Compiled-code Simulator Generation System for Efficient Design Exploration in Embedded Core Design (임베디드 코어 설계시 효율적인 설계 공간 탐색을 위한 컴파일드 코드 방식 시뮬레이터 생성 시스템 구축)

  • Kim, Sang-Woo;Hwang, Sun-Young
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.1B
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    • pp.71-79
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    • 2011
  • This paper proposes a compiled-code simulator generation system based-on machine description language for efficient design space exploration in designing an embedded system optimized for a specific application. The proposed system generates a compiled-code simulator which maintains the functional accuracy of an event-driven simulator by determining instruction fetch and decoding processes statically. Generated simulator takes instruction-level and cycle-level simulation for estimating performances in embedded core. To show the efficiency of the constructed compiled-code simulator generator, architecture exploration had been performed for the JPEG encoder application. Starting with MIPS R3000 processor for one embedded core, the proposed system can produce the core showing optimized execution time for the application programming. In this process, a huge amount of simulation time has been used. Cycle-level compiled-code simulator has the functional accuracy and shows performance improvement by 21.7% in terms of simulation speed on the average when compared with an event-driven simulator.

A Study on the Multi-Agent based VM Operating System (다중 에이전트 기반 가상 생산 운영 시스템에 관한 연구)

  • Kim, Seon;Kong, Sang-Hoon;Kim, Gi-Bom;Han, Young-Geun;Lee, Kyo-Il
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.10a
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    • pp.201-205
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    • 1997
  • As manufacturing system have become complex and globalized, rapid development and production of products are essentially requisites for competitiveness. The importance of agility in manufacturing is being emphasized and a new paradigm is necessary for reduction of the time and expenses related to planning, product development and production. To meet such requirements, virtual manufacturing (VM) environment was suggested. In this paper, Multi-agent system is adopted into VM operating system. Because our system is flexible due to agent technology, agents can be added or deleted with ease. VM unit modules which were defined as DEVS models execute independent simulation of other modules in unit level and compose one VM system with other modules. They also execute simulation in system level. This research can contribute to usefulness of VM environment due to flexibility and extensibility of this system.

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Multi-fidelity modeling and analysis of a pressurized vessel-pipe-safety valve system based on MOC and surrogate modeling methods

  • Xueguan Song;Qingye Li;Fuwen Liu;Weihao Zhou;Chaoyong Zong
    • Nuclear Engineering and Technology
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    • v.55 no.8
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    • pp.3088-3101
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    • 2023
  • A pressurized vessel-pipe-safety valve (PVPSV) combination is a commonly used configuration in nuclear power plants, and a good numerical model is essential for the system design, sizing and performance optimization. However, owing to the large-scale and cross-scale features, it is still a challenge to build a system level numerical model with both high accuracy and efficiency. To overcome this, a novel system level modeling method which can synthesize the advantages of various models is proposed in this paper. For system modeling, the analytical approach, the method of characteristics (MOC) and the surrogate model approach are respectively adopted to predict the dynamics of the pressure vessel, the connecting pipe and the safety valve, and different models are connected through data interfaces. With this system model, dynamic simulations were carried out and both the stable and the unstable system responses were obtained. For the model verification purpose, the simulation results were compared with those obtained from experiments and full CFD simulations. A good agreement and a better efficiency were obtained, verifying the ability of the model and the feasibility of the modeling method proposed in this paper.