Supply chain distributed simulation: An efficient architecture for multi-model synchronization

Abstract The growing interest in evaluating the overall performance of supply chains leads further and further towards the development of complex simulation models able to answer unsolved questions. In particular, distributed simulation represents one of the tools most frequently used to observe the behaviour of supply chains in order to highlight its lack of efficiency and evaluate new management solutions in a relatively short time. Distributed simulation, however, requires resort to complex platforms, necessary for coordinated time advancing and information exchange management. The technological complexity of these platforms represents a strong limit to the diffusion of this tool in supply chain studies, which, on the contrary, evidence the necessity to develop more simplified methodologies. The paper proposes an efficient architecture (SYNCHRO) which is able to synchronize, simply and securely, simulation models which are located in different geographical areas. The architecture, developed by the authors, has been tested to establish its efficiency when using a variable number of connected units and has demonstrated it can be successfully applied in supply chain contexts.

[1]  R.M. Fujimoto,et al.  Parallel and distributed simulation systems , 2001, Proceeding of the 2001 Winter Simulation Conference (Cat. No.01CH37304).

[2]  Steffen Strassburger ON THE HLA-BASED COUPLING OF SIMULATION TOOLS , 1999 .

[3]  Charu Chandra,et al.  Simulation Modeling for Information Management in a Supply Chain , 2001 .

[4]  Bruno d'Ausbourg,et al.  PERFOSIM: a performance evaluation tool for HLA distributed simulations , 2002, Proceedings. Sixth IEEE International Workshop on Distributed Simulation and Real-Time Applications.

[5]  Simon J. E. Taylor,et al.  Distributed supply chain simulation in GRIDS , 2000, 2000 Winter Simulation Conference Proceedings (Cat. No.00CH37165).

[6]  R. Fujimoto Parallel and distributed simulation , 1995, Winter Simulation Conference Proceedings, 1995..

[7]  Wentong Cai,et al.  Adapting a supply-chain simulation for HLA , 2000, Proceedings Fourth IEEE International Workshop on Distributed Simulation and Real-Time Applications (DS-RT 2000).

[8]  E. L. Nichols,et al.  Introduction to Supply Chain Management , 1998 .

[9]  Agostino G. Bruzzone,et al.  Distributed simulation and industry: potentials and pitfalls , 2002, Proceedings of the Winter Simulation Conference.

[10]  Toshiya Kaihara,et al.  Synchronization Mechanisms for Integration of Distributed Manufacturing Simulation Systems , 1999, Simul..

[11]  Steffen Strassburger,et al.  ON THE HLA- AND INTERNET-BASED COUPLING OF COMMERCIAL SIMULATION TOOLS FOR PRODUCTION NETWORKS , 1999 .

[12]  Jörg Fischer,et al.  Hierarchical simulation of complex production systems by coupling of models , 2002 .

[13]  Charles R. McLean,et al.  The IMS MISSION architecture for distributed manufacturing simulation , 2000, 2000 Winter Simulation Conference Proceedings (Cat. No.00CH37165).

[14]  Thomas Schulze,et al.  Using HLA for factory simulation , 1998 .

[15]  Agostino Villa,et al.  Emerging trends in large-scale supply chain management , 2002 .

[16]  Richard M. Weatherly,et al.  Advanced distributed simulation through the Aggregate Level Simulation Protocol , 1996, Proceedings of HICSS-29: 29th Hawaii International Conference on System Sciences.

[17]  Stephen John Turner,et al.  Distributed supply chain simulation across enterprise boundaries , 2000, 2000 Winter Simulation Conference Proceedings (Cat. No.00CH37165).

[18]  John W. Fowler,et al.  Analysis of a customer demand driven semiconductor supply chain in a distributed simulation test bed , 2004, Proceedings of the 2004 Winter Simulation Conference, 2004..

[19]  Richard M. Fujimoto Distributed simulation systems , 2003, Proceedings of the 2003 Winter Simulation Conference, 2003..

[20]  Ernest H. Page,et al.  Introduction to military training simulation: a guide for discrete event simulationists , 1998, 1998 Winter Simulation Conference. Proceedings (Cat. No.98CH36274).

[21]  Vladimir L. Kharitonov,et al.  Distributed simulation of hybrid systems with AnyLogic and HLA , 2002, Future Gener. Comput. Syst..

[22]  George Archibald,et al.  Supply chain vs. supply chain: using simulation to compete beyond the four walls , 1999, WSC '99.

[23]  Marshall L. Fisher,et al.  Supply Chain Inventory Management and the Value of Shared Information , 2000 .

[24]  Andreas Otto,et al.  Does supply chain management really pay? Six perspectives to measure the performance of managing a supply chain , 2003, Eur. J. Oper. Res..

[25]  Insup Lee,et al.  Distributed web-based simulation experiments for optimization , 2001, Simul. Pract. Theory.

[26]  Sergio Cavalieri,et al.  Simulation in the supply chain context: a survey , 2004, Comput. Ind..

[27]  Yoon Seok Chang,et al.  SUPPLY CHAIN MODELING USING SIMULATION , 2001 .

[28]  B. Zeigler,et al.  Distributed supply chain simulation in a DEVS/CORBA execution environment , 1999, WSC'99. 1999 Winter Simulation Conference Proceedings. 'Simulation - A Bridge to the Future' (Cat. No.99CH37038).

[29]  Simon J. E. Taylor,et al.  Modular HLA RTI services: the GRIDS approach , 2002, Proceedings. Sixth IEEE International Workshop on Distributed Simulation and Real-Time Applications.