Automating the Simulation of SME Processes through a Discrete Event Parametric Model

被引:8
|
作者
Aggogeri, Francesco [1 ]
Faglia, Rodolfo [1 ]
Mazzola, Marco [1 ]
Merlo, Angelo
机构
[1] Univ Brescia, Dept Mech & Ind Engn, I-25121 Brescia, Italy
基金
欧盟第七框架计划;
关键词
Discrete Event Simulation; Manufacturing System Parameterization; Automatic Modelling; SMEs;
D O I
10.5772/59958
中图分类号
F [经济];
学科分类号
02 ;
摘要
At the factory level, the manufacturing system can be described as a group of processes governed by complex weaves of engineering strategies and technologies. Decision-making processes involve a lot of information, driven by managerial strategies, technological implications and layout constraints. Many factors affect decisions, and their combination must be carefully managed to determine the best solutions to optimize performances. In this way, advanced simulation tools could support the decisional process of many SMEs. The accessibility of these tools is limited by knowledge, cost, data availability and development time. These tools should be used to support strategic decisions rather than specific situations. In this paper, a novel approach is proposed that aims to facilitate the simulation of manufacturing processes by fast modelling and evaluation. The idea is to realize a model that is able to be automatically adapted to the user's specific needs. The model must be characterized by a high degree of flexibility, configurability and adaptability in order to automatically simulate multiple/heterogeneous industrial scenarios. In this way, even a SME can easily access a complex tool, perform thorough analyses and be supported in taking strategic decisions. The parametric DES model is part of a greater software platform developed during COPERNICO EU funded project.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 50 条
  • [31] Modelling Forest Fire Spread Through Discrete Event Simulation
    Santos, Catarina
    Xambre, Ana Raquel
    Hall, Andreia
    Alvelos, Helena
    Marques, Susete
    Martins, Isabel
    Alvelos, Filipe
    OPERATIONAL RESEARCH, IO 2022-OR, 2023, 437 : 209 - 226
  • [32] ENHANCING UNDERSTANDING OF DISCRETE EVENT SIMULATION MODELS THROUGH ANALYSIS
    Olson, Kara A.
    Overstreet, C. Michael
    2015 WINTER SIMULATION CONFERENCE (WSC), 2015, : 472 - 483
  • [33] Optimizing ventilation design through discrete event equipment simulation
    Wallace, K. G.
    Labrecque, P.
    MINE VENTILATION, NAMVS 2021, 2021, : 531 - 537
  • [34] Agent-based and discrete event simulation of autonomous logistic processes
    Becker, Markus
    Wenning, Bernd-Ludwig
    Goerg, Carmelita
    Gehrke, Jan D.
    Lorenz, Martin
    Herzog, Otthein
    20TH EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2006: MODELLING METHODOLOGIES AND SIMULATION: KEY TECHNOLOGIES IN ACADEMIA AND INDUSTRY, 2006, : 566 - +
  • [35] Virtual Reality in Discrete Event Simulation for Production-Assembly Processes
    Trebuna, Peter
    Pekarcikova, Miriam
    Duda, Richard
    Svantner, Tomas
    APPLIED SCIENCES-BASEL, 2023, 13 (09):
  • [36] Discrete-Event Simulation for Estimating Emissions from Construction Processes
    Zhang, Hong
    JOURNAL OF MANAGEMENT IN ENGINEERING, 2015, 31 (02)
  • [37] Discrete-Event Modeling and Simulation of Diffusion Processes in Multiplex Networks
    Ruiz-Martin, Cristina
    Wainer, Gabriel
    Lopez-Paredes, Adolfo
    ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2021, 31 (01):
  • [38] Discrete event simulation for the investment analysis of offshore wind manufacturing processes
    Lamas-Rodríguez A.
    Taracido-López I.
    Pernas-Álvarez J.
    Tutor-Roca S.-J.
    International Journal of Simulation and Process Modelling, 2021, 17 (2-3) : 137 - 149
  • [39] DISCRETE EVENT SIMULATION USING DISTRIBUTIONAL RANDOM FORESTS TO MODEL EVENT OUTCOMES
    Reed, Sean
    Löfstrand, Magnus
    2022 WINTER SIMULATION CONFERENCE (WSC), 2022, : 689 - 700
  • [40] Parallel Discrete Event Simulation of Molecular Dynamics Through Event-Based Decomposition
    Herbordt, Martin C.
    Khan, Md. Ashfaquzzaman
    Dean, Tony
    2009 20TH IEEE INTERNATIONAL CONFERENCE ON APPLICATION-SPECIFIC SYSTEMS, ARCHITECTURES AND PROCESSORS, 2009, : 129 - 136