Title :
Methodology for synchronizing Discrete Event Simulation and System Dynamics models
Author :
Alzraiee, Hani ; Zayed, T. ; Moselhi, O.
Author_Institution :
Concordia Univ., Montreal, QC, Canada
Abstract :
Integrating Discrete Event Simulation (DES) and System Dynamics (SD) simulation methods require synchronization of their simulation clocks to ensure that actions are executed in an orderly manner. This paper presents a synchronization methodology for integrating DES and SD models. A hybrid simulation-based method consisting of SD components at the higher decision level and DES components at the lower decision level is expected to benefit from the developed method. The proposed methodology integrates DES and SD models on a single platform, which enhances the simulation of construction operations. It consists of three elements: (1) advancing mechanism, (2) DES advancing algorithm, and (3) messages sequence mechanism. The paper provides a description of the three elements of the synchronization method. An illustrative preliminary experiment that utilizes DES and SD engines is presented to demonstrate the use of the developed synchronization method and to illustrate its capabilities.
Keywords :
clocks; decision making; discrete event simulation; synchronisation; time management; DES advancing algorithm; DES components; DES-SD model integration; SD components; advancing mechanism; construction operation simulation enhancement; discrete event simulation model synchronization; high-decision level; hybrid simulation-based method; low-decision level; message sequence mechanism; simulation clock synchronization; system dynamics model synchronization; Clocks; Computational modeling; Data models; Discrete event simulation; Engines; Mathematical model; Synchronization;
Conference_Titel :
Simulation Conference (WSC), Proceedings of the 2012 Winter
Conference_Location :
Berlin
Print_ISBN :
978-1-4673-4779-2
Electronic_ISBN :
0891-7736
DOI :
10.1109/WSC.2012.6464997