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检索条件"任意字段=Winter Simulation Conference on Simulation - Making Decisions in a Complex World"

共 418 条记录，以下是221-230 订阅

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Applying simulation in a supply chain transformation case

Applying simulation in a supply chain transformation case

引用

2006 winter simulation conference

作者： Ding, Hongwei Ren, Changrui Wang, Wei Dong, Jin IBM China Res Lab Diamond BldgZGC Software Pk Beijing 100094 Peoples R China

ISBN: (纸本)9781424405008

Supply chain transformation is an emerging service area in the market which aims at helping clients improve their operational efficiency and reduce costs. As a generic technique for the analysis of complex and dynamic systems, simulation could play an important role in this field. This paper presents a case study showing how simulation could be the key enablement for a supply chain transformation project. A methodology and tool developed by IBM China Research Lab has been applied in this joint project with a world-class supplier of home improvement tools. By applying simulation, the client is provided an insightful view about their business processes and inventory allocation strategy, which serves as the basis for the transformation implementation. Financial results show that simulation has addressed the key issues and provided the client accountable evaluation results for decision-making.

关键词： Supply chains

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THE ROLE OF LEARNING ON INDUSTRIAL simulation DESIGN AND ANALYSIS

THE ROLE OF LEARNING ON INDUSTRIAL SIMULATION DESIGN AND ANA...

引用

winter simulation conference (WSC)

作者： Biller, Bahar Biller, Stephan R. Dulgeroglu, Onur Corlu, Canan G. Gen Elect Global Res Software Sci & Analyt Niskayuna NY 12309 USA Boston Univ Metropolitan Coll Adm Sci Dept Boston MA 02215 USA

ISBN: (纸本)9781538634288

The capability of modeling real-world system operations has turned simulation into an indispensable problemsolving methodology for business system design and analysis. Today, simulation supports decisions ranging from sourcing to operations to finance, starting at the strategic level and proceeding towards tactical and operational levels of decision-making. In such a dynamic setting, the practice of simulation goes beyond being a static problem-solving exercise and requires integration with learning. This article discusses the role of learning in simulation design and analysis motivated by the needs of industrial problems and describes how selected tools of statistical learning can be utilized for this purpose.

关键词： Analytical models Uncertainty Data models Numerical models Stochastic processes Density functional theory Uncertain systems

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TOWARDS ADAPTIVE ENTERPRISES USING DIGITAL TWINS 13

TOWARDS ADAPTIVE ENTERPRISES USING DIGITAL TWINS

引用

winter simulation conference (WSC)

作者： Kulkarni, Vinay Barat, Souvik Clark, Tony TCS Res 54BInd Estate Pune 411013 Maharashtra India Aston Univ Sch Engn & Appl Sci Aston St Birmingham B4 7ET W Midlands England

ISBN: (纸本)9781728132839

Modern enterprises are large complex systems operating in highly dynamic environments thus requiring quick response to a variety of change drivers. Moreover, they are systems of systems wherein understanding is available in localized contexts only and that too is typically partial and uncertain. With the overall system behaviour hard to know a-priori and conventional techniques for system-wide analysis either lacking in rigour or defeated by the scale of the problem, the current practice often exclusively relies on human expertise for monitoring and adaptation. We present an approach that combines ideas from modeling & simulation, reinforcement learning and control theory to make enterprises adaptive. The approach hinges on the concept of Digital Twin - a set of relevant models that are amenable to analysis and simulation. The paper describes illustration of approach in two real world use cases.

关键词： Adaptation models Analytical models Software systems Decision making Tutorials complex systems

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simulation OF MAINTENANCE PROCESSES IN THE BIG DATA ERA 16

SIMULATION OF MAINTENANCE PROCESSES IN THE BIG DATA ERA

引用

winter simulation conference (WSC)

作者： Volovoi, Vitali Ind Internet Alpharetta GA 30022 USA

ISBN: (纸本)9781509044863

Maintenance processes of repairable systems have been extensively studied in the past. The resulting simple solutions have proven to be remarkably effective. It requires complex and time-consuming simulations to improve on those simple solutions, and reliable input data is even harder to get. However, new technologies, epitomized by Big Data and the Internet of Things, change the data-availability part of the equation. As a result, there are new exciting possibilities for modeling more subtle effects, and developing processes for easily (and therefore frequently) updated inputs. Modeling decisions can be repeatedly tested on the data, and the models can be quickly adjusted to better reflect reality and even to compensate for missing pieces of the data. In this context, the transparency and simplicity of models becomes a larger virtue. Several examples of the insights based on real-world large-scale applications of predictive analytics using simulation are discussed.

关键词： simulating big data incoming data Internet of things Energy Resources of Australia Evoked Response Audiometry European Union Agency for Railways Reality Equation

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simulation of a multiple operating room surgical suite

Simulation of a multiple operating room surgical suite

引用

2006 winter simulation conference

作者： Denton, Brian T. Rahman, Ahmed S. Nelson, Heidi Bailey, Angela C. Mayo Clin Div Hlth Care Policy & Res Rochester MN 55905 USA Mayo Clin Div Colon & Rectal Surg 200 1st St SW Rochester MN 55905 USA

ISBN: (纸本)9781424405008

Outpatient surgery scheduling involves the coordination of several activities in an uncertain environment. Due to the very customized nature of surgical procedures there is significant uncertainty in the duration of activities related to the intake process, surgical procedure, and recovery process. Furthermore, there are multiple criteria which must be traded off when considering how to schedule surgical procedures including patient waiting, operating room (OR) team waiting, OR idling, and overtime for the surgical suite. Uncertainty combined with the need to tradeoff many criteria makes scheduling a complex task for OR managers. In this article we present a simulation model for a multiple OR surgical suite, describe some of the scheduling challenges, and illustrate how the model can be used as a decisions aid to improve strategic and operational decision making relating to the delivery of surgical services. All results presented are based on real data collected at Mayo Clinic in Rochester, MN.

关键词： Operating rooms

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CONSTRAINED OPTIMIZATON FOR HOSPITAL BED ALLOCATION VIA DISCRETE EVENT simulation WITH NESTED PARTITIONS

CONSTRAINED OPTIMIZATON FOR HOSPITAL BED ALLOCATION VIA DISC...

引用

winter simulation conference (WSC)

作者： Pujowidianto, Nugroho A. Lee, Loo Hay Pedrielli, Giulia Chen, Chun-Hung Li, Haobin HP Inc Home Printing Solut 138 Depot Rd Singapore 109683 Singapore Natl Univ Singapore Dept Ind & Syst Engn 1 Engn Dr 2 Singapore 117576 Singapore George Mason Univ Dept Syst Engn & Operat Res 4400 Univ DrMS 4A6 Fairfax VA 22030 USA ASTAR Dept Comp Sci Inst High Performance Comp 1 Fusionopolis Way 16-16 Connexis Singapore 138632 Singapore

ISBN: (纸本)9781509044863

This paper aims to further motivate the use of simulation of complex systems in optimizing healthcare operations under uncertainty. One argument to use optimization only such as mathematical programming instead of simulation optimization in making decisions is the ability of the former to account for constraints and to consider a large number of alternatives. However, current state-of-the art of simulation optimization has opened the possibilities of using both simulation and optimization in the case of multiple performance measures. We consider the case of hospital bed allocation and give an example on how a stochastically constrained optimization via simulation can be applied. Nested Partitions are used for the search algorithm and combined with OCBA-CO, an efficient simulation budget allocation, as simulation is time-consuming.

关键词： Hospital beds

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A META-ALGORITHM FOR VALIDATING AGENT-BASED simulation MODELS TO SUPPORT DECISION making

A META-ALGORITHM FOR VALIDATING AGENT-BASED SIMULATION MODEL...

引用

winter simulation conference (WSC)

作者： Volk-Makarewicz, Warren Cleophas, Catherine Rhein Westfal TH Aachen Res Area Operat Res & Management Kackertstr 7 D-52072 Aachen Germany

ISBN: (纸本)9781538634288

By explicitly modeling the decision making of heterogeneous individuals, agent-based models can compute the resulting emergent phenomena on the micro-level. This lets planners evaluate new planning approaches for problems that depend on individual decisions. Examples include airline revenue management or traffic control. However, when decision support relies on agent-based modeling, its applicability to real-world problems depends on the model's validity. This paper introduces a novel methodological concept to decompose agent-based models for calibration and validation. This concept enables modelers to isolate agents from the evolution of the model's state variables, allowing greater choice of calibration and validation approaches. The approach first parameterizes and validates individual agents, and subsequently re-calibrates the agent-collective within the entire model.

关键词： Atmospheric modeling Biological system modeling Data models Calibration Agent-based modeling Linear programming

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FACTORY FLOW DESIGN AND ANALYSIS USING INTERNET-ENABLED simulation-BASED OPTIMIZATION AND AUTOMATIC MODEL GENERATION

FACTORY FLOW DESIGN AND ANALYSIS USING INTERNET-ENABLED SIMU...

引用

winter simulation conference (WSC)/conference on Modeling and Analysis for Semiconductor Manufacturing (MASM)

作者： Ng, Amos H. C. Bernedixen, Jacob Moris, Matias Urenda Jagstam, Mats Univ Skovde Virtual Syst Res Ctr S-54128 Skovde Sweden

ISBN: (纸本)9781457721090

Despite simulation offers tremendous promise for designing and analyzing complex production systems, manufacturing industry has been less successful in using it as a decision support tool, especially in the early conceptual phase of factory flow design. If simulation is used today for system design, it is more often used in later phases when important design decisions have already been made and costs are locked. With an aim to advocate the use of simulation in early phases of factory design and analysis, this paper introduces FACTS Analyzer, a toolset developed based on the concept of integrating model abstraction, automatic model generation and simulation-based optimization under an innovative Internet-based platform. Specifically, it addresses a novel model aggregation and generation method, which when combined together with other system components, like optimization engines, can synthetically enable simulation to become much easier to use and speed up the time-consuming model building, experimentation and optimization processes, in order to support optimal decision making.

关键词： Decision support systems

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CADIS: ASPECT-ORIENTED ARCHITECTURE FOR COLLABORATIVE MODELING AND simulation

CADIS: ASPECT-ORIENTED ARCHITECTURE FOR COLLABORATIVE MODELI...

引用

winter simulation conference (WSC)

作者： Valadares, Arthur Lopes, Cristina V. Achar, Rohan Bowman, Mic Univ Calif Irvine Donald Bren Sch ICS Irvine CA 92697 USA Intel Corp Intel Labs 2111 NE 25th Ave Hillsboro OR 97124 USA

ISBN: (纸本)9781509044863

The development of large and complex simulated models often requires teams to collaborate. One approach is to break a large model into independently developed partial models that, when combined, capture the overall behavior. However, maintaining consistent world state across independently developed simulations is a challenge. In this paper, we introduce the Collaborative Aspect-Oriented Distributed Interactive simulation (CADIS) architecture and development platform. CADIS embodies a new paradigm for integrating independently developed time-discrete partial models and simulations, focusing on transparently maintaining synchronized shared state. Data is pulled and instantiated in the beginning of each time step, and pushed at the end of each time step. An urban simulation is used to demonstrate CADIS capabilities and performance. We show how simple optimizations can bring the performance of the framework to acceptable levels, making CADIS a viable modeling and simulation methodology supporting separation of concerns.

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Discrete event simulation scenario testing of schematic layouts in an emergency department expansion project

Discrete event simulation scenario testing of schematic layo...

引用

2017 winter simulation conference, WSC 2017

作者： Lather, Jennifer I. Department of Architectural Engineering Pennsylvania State University 104 Engineering Unit A University ParkPA16802 United States

ISBN: (纸本)9781538634288

Emergency department (ED) expansion and redesign is a complex design task which must take into account many operational processes (current and proposed) as well a projected changes in the system, e.g., patient volume. Discrete event simulation (DES) is a tool to aid the decision making process by simulating these processes;however, it's typically used in the operations or early design stages before many decisions are made about layout, capacity, and new processes. Later in the design process, the use of simulation can provide an avenue for what-if scenario testing of layout and programmatic changes. This presentation presents an initial discrete event simulation analysis of various layout options during the schematic design stage of an ED expansion project and provides a brief overview of future research directions evaluating decision making using discrete event simulation and visualization simulation. © 2017 IEEE.

关键词： Discrete event simulation

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