• Title/Summary/Keyword: What-if Simulation

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Policy Safety Stock Cost Optimization : Xerox Consumable Supply Chain Case Study (정책적 안전재고의 비용 최적화 : 제록스 소모품 유통공급망 사례연구)

  • Suh, Eun Suk
    • Journal of Korean Institute of Industrial Engineers
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    • v.41 no.5
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    • pp.511-520
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    • 2015
  • Inventory, cost, and the level of service are three interrelated key metrics that most supply chain organizations are striving to optimize. One way to achieve this goal is to create a simulation model to conduct sensitivity analysis and optimization on several different supply chain policies that can be implemented in actual operation. In this paper, a case of Xerox global supply chain modeling and analysis to assess several "what if" scenarios for the consumable policy safety stock is presented. The simulation model, combined with analytical cost model and optimization module, is used to optimize the policy safety stock level to achieve the lowest total value chain cost. It was shown quantitatively that the policy safety stock can be reduced, but it is offset by the inbound premium transportation cost to expedite supplies in shortage, and the outbound premium transportation cost to send supplies to customers via express shipment, requiring fine balance.

시뮬레이션을 이용한 JIT와 소 Lot 생산공정분석

  • 서대석
    • Proceedings of the Korea Society for Simulation Conference
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    • 1992.10a
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    • pp.14-14
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    • 1992
  • 대 Lot 생산 계획은 기종변경 시간을 최소화함으로써 생산성을 높여 원가를 절감할 수 있으나 수요의 변화에 능동적으로 대처할 수 없으며 잦은 생산 Schedule 변동에 의하여 재 품절이 발생하여 Main Line이 정지되고 재공품 재고의 과다 발생으로 Lead Time이 길어지고 완제품 재고가 증가하는 등의 문제점을 내포하고 있다. JIT 시스템은 필요한 때에 물건을 필요한 양 만큼 생산제조 한다는 이상적인 생산 개념을 실현하기 위하여 평준화 생산 시스템, KANBAN시스템, 소 Lot 생산시스템 등의 하위 시스템으로 구성된 생산시스템이다. JIT 시스템은 Pull Type 시스템으로 생산의 흐름을 원활히 하고 공정을 개선하여 재공품 재고, 납기 및 생산준비 시간의 단축을 도모하여 Lot의 크기는 되도록 작게하는 소 Lot 평준화 생산 방식을 추구하기 때문에 수요의 변화에 능동적으로 대처할 수 있으며 자재 납품 업체의 부하를 평준화하여 자재 품절을 방지함으로써 생산 효율을 높일 수 있다. JIT 시스템의 이러한 효과를 계량화하여 가시적으로 보여주기 위하여 Computer simulation 기법을 도입하였다. 이 기법은 생산 Line에 물리적 변화를 가하지 않고 Model 사용자들이‘What if’라는 Scenario를 작성하여 제안된 시스템에 대한 결론을 추론하는 것이 가능하기 때문에 문제 해결에 효율적인 Tool이라 할 수 있다.

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Effect of the Simplification and Composition in Sewer Networks (우수관망의 단순화와 관로배치의 영향분석)

  • 전병호;이종태;윤재영
    • Water for future
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    • v.27 no.2
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    • pp.139-146
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    • 1994
  • Simplified sewer networks have been used to simulate runoff hydrographs for urban watersheds since configurations of sewer networks in urban area are commonly so complex that it is too cumbersome to simulate them as what they are. If they were to be simulated without any simplification, it is not likely that satisfactory results are obtained due to accumulation of numerous little errors. Even for the well-known models widely used in everyday practicesit is not appropriate to simulate everything in the watershed as what they are. In resolving these problems, it is common practice to simplify network configurations so as to be fitted to the models for runoff hydrograph simulation. In case of netwrok simplication, hydraulic and hydrologic characteristics of the watersheds should be carefully taken into consideration to derive meaningful results. On the bases of these considerations, this study analyzes simulation outputs using simplified networks and compares them, as well as inestigates the methods to make hydraulically sound simplification of sewer networks.

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Channel Adaptive RPSS(Reference Picture Segment Selection) Technique for Error-Resilient Video Communication over Wireless Channels (무선 채널에서의 오류에 강인한 비디오 통신을 위한 채널 환경에 적응적인 참조 영상 세그먼트 선택(RPSS)기법)

  • ;Soo-Yeal Park
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.3A
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    • pp.325-333
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    • 2000
  • The proposed RPSS(Reference Picture Segment Selection) mode is the RPS mode in picture segment of the ISD mode. The RPS mode has the weakness that it has to change the whole reference picture even if transmission error occurs only in the small part of picture. If the RPS mode is applied only to an error-occurred part and a conventional coding scheme is applied to an error-free part, the higher coding efficiency can be obtained. Simulation results show that there is the optimal number of segment which provides that best performance with given environment such as the BER(Bit Error Rate) of wireless channels, the characteristics of imput sequence, what kind of RPSS mode is used, etc. To apply the channel-adoptive RPSS mode later, the scheme which can change the number of segment without INTRA refresh and spatial error propagation is proposed in this paper.

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Memory Latency Hiding Techniques (메모리 지연을 감추는 기법들)

  • Ki, An-Do
    • Electronics and Telecommunications Trends
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    • v.13 no.3 s.51
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    • pp.61-70
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    • 1998
  • The obvious way to make a computer system more powerful is to make the processor as fast as possible. Furthermore, adopting a large number of such fast processors would be the next step. This multiprocessor system could be useful only if it distributes workload uniformly and if its processors are fully utilized. To achieve a higher processor utilization, memory access latency must be reduced as much as possible and even more the remaining latency must be hidden. The actual latency can be reduced by using fast logic and the effective latency can be reduced by using cache. This article discusses what the memory latency problem is, how serious it is by presenting analytical and simulation results, and existing techniques for coping with it; such as write-buffer, relaxed consistency model, multi-threading, data locality optimization, data forwarding, and data prefetching.

GENCOM;An Expert System Mechanism of Genetic Algorithm based Cognitive Map Generator

  • Lee, Nam-Ho;Chung, Nam-Ho;Lee, Kun-Chang
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2007.05a
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    • pp.375-381
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    • 2007
  • Cognitive map (CM) has long been used as an effective way of constructing the human thinking process. In literature regarding CM, a number of successful researches were reported, where CM based what-if analysis could enhance firm's performance. However, there exit very few researches investigating the CM generation method. Therefore this study proposes a GENCOM (Genetic Algorithm based Cognitive Map Generator). In this model combined with CM and GA, GA will find the optimal weight and input vector so that the CM generation. To empirically prove the effectiveness of GENCOM, we collected valid questionnaires from expert in S/W sales cases. Empirical results showed that GENCOM could contribute to effective CM simulation and very useful method to extracting the tacit knowledge of sales experts.

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The Study of Event Graph Modeling for Material Handling System in Semiconductor Fab (반도체 fab 라인의 물류 설비 모델링 방법론에 대한 연구)

  • Lee Jin-Hwi;Choi Byoung-Kyu
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2006.05a
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    • pp.1765-1770
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    • 2006
  • 본 논문에서는 반도체 fab 라인의 물류 설비를 event graph로 모델링 하는 방법론을 제안하고 있다. 최근 반도체 fab 라인 같은 대표적인 자본 집약적 제조라인에서는 운영단계에서 투입 계획, PM schedule 및 operation rule 등을 변화시켜 가며 평가 및 검증해 볼 수 있는 what-if simulation을 위한 line simulator의 필요성이 점점 높아지고 있다. 그러나 상용 simulator는 각 제조라인의 특성에 맞게 customization하는데 많은 시간과 비용이 소요될 뿐만 아니라 특성을 반영하는데 한계가 있다. 따라서 이러한 line simulator를 개발할 때 근간이 되는 설비의 simulation model이 필요하다. 이 때 설비들은 생산(processing) 및 물류(handling) 설비로 나눌 수 있는데, 본 논문에서는 반도체 fab 라인의 물류 설비 모델링 방법을 제시하고 실제 물류 설비를 모델링 해 봄으로써 그 효용성을 알아본다.

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Development of the Decision Support System for Vendor-managed Inventory in the Retail Supply Chain (소매점 공급사슬에서 공급자 주도 재고를 위한 의사결정지원시스템의 개발)

  • Park, Yang-Byung;Shim, Kyu-Tak
    • IE interfaces
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    • v.21 no.3
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    • pp.343-353
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    • 2008
  • Vendor-managed inventory(VMI) is a supply chain strategy to improve the inventory turnover and customer service in supply chain management. Unfortunately, many VMI programs fail because they simply transfer the transactional aspects of placing replenishment orders from customer to vendor. In fact, such VMI programs often degrade supply chain performance because vendors lack capability to plan the VMI operations effectively in an integrated way under the dynamic, complex, and stochastic VMI supply chain environment. This paper presents a decision support system, termed DSSV, for VMI in the retail supply chain. DSSV supports the market forecasting, vendor's production planning, retailer's inventory replenishment planning, vehicle routing, determination of the system operating parameter values, retailer's purchase price decision, and what-if analysis. The potential benefits of DSSV include the provision of guidance, solution, and simulation environment for enterprises to reduce risks for their VMI supply chain operations.

A Study for the Fire Hazard Evaluation through the Fire Simulation of an Apartment Fire Accident (아파트 화재 사례 전산모사를 통한 화재위험성 평가에 관한 연구)

  • Jeon, Heung-Kyun;Choi, Young-Sang;Choo, Hong-Lok
    • Fire Science and Engineering
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    • v.24 no.4
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    • pp.69-78
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    • 2010
  • In this study, Fire Hazards were evaluated through computer simulation using FDS program for an apartment fire accident. The results of fire simulation showed that the maximum heat release rate in the case of no sprinklers activation was 7,700 kW which was about 16 times of that in the case of sprinklers activation, 497 kW and there was a very high fire hazard due to the backdraft phenomenon when the door of fire room was forced to open. Regarding the hazard time of fire room temperature and detection time of detectors, available evacuation time was 32.5 seconds of minimum to 53.5 seconds of maximum. In the case of sprinklers activation, fire hazard in the apartment was showed to be very low due to the fire control by the spray cooling of sprinklers. This study shows that what a important function for fire safety is the activations of fire sprinkler system and emergency alarm system and what a large loss can cause if these systems don’t activate in fire accidents.

A Study on the Analysis and Application of Educational Robot Simulation tool in Robot Programming Education (초등 프로그래밍 교육에서 로봇 시뮬레이션 도구의 활용)

  • Shim, JaeKwoun;Lee, WonGyu;Kim, JaMee
    • Journal of Digital Convergence
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    • v.12 no.5
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    • pp.425-433
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    • 2014
  • The utilization of robots in programming education students the interest and motivation of learning. But at the same time the robot is required that understanding of the structure and understand the internal program(programming). So what problems are caused by error or if the student has difficulty identifying. The purpose of this study is the use of simulation tool in robot programming education possibilities will want to see. Elementary school students to analyze the possibility of non-simulation tool and simulation tool was applied. And usability evaluation and simulation tool, the survey recognized the potential of the education were analyzed. As a result, the usability of between simulation tool and non-simulation tool and there was no difference. And student can preview the results of programming and simulation tool can easily identify errors for recognizing the positive respectively. Based on this results, simulation tool can be utilized in robot education.