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  1. Discrete-Event Simulation Modeling in Healthcare: A Comprehensive

    Discrete-event simulation (DES) is a stochastic modeling approach widely used to address dynamic and complex systems, such as healthcare. In this review, academic databases were systematically searched to identify 231 papers focused on DES modeling in healthcare. These studies were sorted by year, approach, healthcare setting, outcome ...

  2. Discrete event simulation case study: Diagnostic path for stroke

    Discrete event simulation can help to provide insight into the impact of operational changes, e.g. concerning available scanner capacity, on the timing of the patient's trajectory in a hospital unit. ... The simulation case study reported in this paper addressed the Stroke Unit patients of a large university hospital (2000 beds). Only ...

  3. A Step-by-Step Framework on Discrete Events Simulation in Emergency

    Today, simulation, gaming and virtual reality are moving hand in hand in evaluation, education and improvement. Additionally, attention to the application of mixed methods is increasing in recent studies. Morgan et al. developed a novel toolkit to support mixing of discrete event simulation and system dynamic methods. They proposed developing ...

  4. Application of discrete event simulation in health care: a systematic

    The objective was to explore the current advances and extent of DES (Discrete Event Simulation) applied to assisting with health decision making, as well as to categorize the wide spectrum of health-related topics where DES was applied. A systematic review was conducted of the literature published over the last two decades. Original research articles were included and reviewed if they ...

  5. A Case Study Initiating Discrete Event Simulation as a Tool for

    This paper reports a study investigating challenges and opportunities for initiation of discrete event simulation, as a tool for decision making in the era of industry 4.0 manufacturing. The research has been approached through action research in combination with a real case study at a manufacturing company in the energy sector.

  6. (PDF) Discrete-Event Simulation Modeling in Healthcare ...

    Abstract and Figures. Discrete-event simulation (DES) is a stochastic modeling approach widely used to address dynamic and complex systems, such as healthcare. In this review, academic databases ...

  7. Production line balancing with discrete event simulation: A case study

    In this paper we present the case study for the optimization of the production line by using the balancing and discrete event simulation approach. First the basic theory and steps for the production line balancing are presented. For the real production process, consisting of two production lines and an assembly workplace the simulation model is ...

  8. Surgery rescheduling using discrete event simulation: A case study

    Discrete event simulation was used to simulate surgical cases in the OR and to test different "right shifting" and case updating policies for their effectiveness. Results and staff experience indicate that ten minutes is the preferred delay in which an update should be made; otherwise staff satisfaction or schedule accuracy will suffer.

  9. Use Cases of Discrete Event Simulation

    Decision makers who deal with the question of the introduction of discrete event simulation for planning support and optimization this book provides a contribution to the orientation, what specific problems could be solved with the help of Discrete Event Simulation within the organization. ... A Case Study in a Natural Roofing Slates ...

  10. Artificial intelligence and discrete-event simulation for capacity

    It additionally became clear that both the use of machine learning algorithms and the adoption of discrete event simulation studies can help support decisions in the healthcare context during challenging times. Therefore, our manuscript bridges the above-mentioned gaps by presenting a real case study fully exploiting the advantages of these ...

  11. Discrete Event Simulation for Manufacturing Performance Management and

    Discrete Event Simulation (DES) is a robust tool that can strongly support manufacturers in various aspects and stages of production processes thanks to its great agility. There are numerous studies on applications of DES that can be found in the literature. The applications can be designs of production processes, optimization of facility layouts and process parameters, and improvement of ...

  12. PDF A Case Study Initiating Discrete Event Simulation as a Tool for

    A Case Study Initiating Discrete Event Simulation 87 high to engage in implementation of DES. Thus, there may be a lack of understanding of the potentials of DES, especially among SMEs [18]. However, in the era of I4.0 the opportunities of DES have been raised anew as possibilities of real-time data collec-

  13. The Object-Oriented discrete event simulation modeling: A case study on

    Object-Oriented DES (O2DES) is an effort to implement the object oriented paradigm in the scope of ease the development of discrete event simulation models in both education as well as industrial settings. In particular, O2DES offers several functionalities which support the integration of the tool with optimization techniques, thus making it easier to the students to understand the concept of ...

  14. A Case Study Initiating Discrete Event Simulation as a Tool for

    A Discrete Event Simulation software is assuming the role of the cyber twin, executing simulation software queries on real time data produced by IoT devices embedded on the physical twin, i.e. the ...

  15. Using Six Sigma DMAIC Methodology and Discrete Event Simulation to

    Discrete event simulation (DES), a computerized method of imitating the operation of a real-world system over time, can provide decision makers with an evidence-based tool to develop and objectively vet operational solutions prior to implementation . ... Notably, in the case studies presented in these articles, only one used simulation as a ...

  16. PDF The Object-oriented Discrete Event Simulation Modeling: a Case Study on

    Proceedings of the 2015 Winter Simulation Conference L. Yilmaz, W. K. V. Chan, I. Moon, T. M. K. Roeder, C. Macal, and M. D. Rossetti, eds. THE OBJECT-ORIENTED DISCRETE EVENT SIMULATION MODELING: A CASE STUDY ON AIRCRAFT SPARE PART MANAGEMENT Haobin Li Institute of High Performance Computing Department of Computing Science

  17. (Pdf) Discrete Event Simulation: a Modelling for A Case Study in Small

    02600 Perl is, Malays ia. [email protected], [email protected]. Abstract : This study focuses on discrete event simulation on production process runs by a small and medium. industry. The ...

  18. What is discrete event simulation, and why use it?

    Discrete event simulation (DES) is a method of simulating the behaviour and performance of a real-life process, facility or system. DES is being used increasingly in health-care services24-26 and the increasing speed and memory of computers has allowed the technique to be applied to problems of increasing size and complexity. DES models the system as a series of 'events' [e.g. a birth, a ...

  19. Discrete event simulation case study: Diagnostic path for stroke

    Discrete event simulation can help to provide insight into the impact of operational changes, e.g. concerning available scanner capacity, on the timing of the patient's trajectory in a hospital unit. ... The simulation case study reported in this paper addressed the Stroke Unit patients of a large university hospital (2000 beds). Only ...

  20. Use of a discrete-event simulation in a Kaizen event: A case study in

    Young et al. (2004) propose the use of simulation to evaluate the benefices of a continuous improvement project in healthcare before the implementation. Khurma, Bacioiu, and Pasek (2008) present a discrete event simulation model to study the impact of a Lean project in an emergency unit. Even if they do not specifically consider Lean management ...

  21. Discrete Event Simulation for Improving the Performance of

    One of the most significant first steps in a company's transformation path might be considered a test-before-invest safe and cost-effective method, which includes analysis, development, test, and validation of the manufacturing processes utilizing digital simulation tools . Discrete Event Simulation (DES) is a widely used techniques for ...

  22. Discrete event simulation for manufacturing system analysis: An

    Discrete event simulation for manufacturing system analysis: an industrial case stu dy 3. This set of information is the basis of the simulation model used in order to receive an output analysis ...

  23. A discrete event simulation procedure for validating programs of

    Discrete event simulation (DES) is a method that mimics the operations of real and/or proposed systems as an ordered series of events. During the simulation, each event shows a specific change in the system's state at separate points in time. ... Haji M, Darabi H. A simulation case study: Reducing outpatient waiting time of otolaryngology ...

  24. Virtual Manufacturing: 3D Simulation of Shipbuilding ...

    This paper introduces a 3D discrete-event simulation simulator for shipbuilding processes based on the Unity game engine. This innovative approach aims to leverage the capabilities of game engines and the efficiency of the discrete-event paradigm to provide a realistic simulation of the ship construction process.