A new transformation approach for complex systems modelling and simulation: application to industrial control system. (8th February 2021)

• Record Type: Journal Article
• Authors: Seddari, Noureddine; Boukelkoul, Sofiane; Bouras, Abdelghani; Belaoued, Mohamed; Redjimi, Mohammed
• Is Part Of: International journal of simulation and process modelling. Volume 16:Number 1(2021)
• Page Start: 34
• Page End: 48
• Publication Date: 2021-02-08
• Subjects: complex systems -- discrete event dynamic systems -- DEDS -- discrete event systems specification -- DEVS -- modelling and simulation -- M&S -- agent group role -- AGR model; Management -- Computer simulation -- Periodicals; Mathematical models -- Periodicals; Operations research -- Periodicals; Simulation methods -- Periodicals; 003.05
• Languages: English
• ISSNs: 1740-2123

Abstract

Due to the increasing importance of complex systems, the problems of modelling and simulation (M&S) of these systems, their approaches and solutions have been studied extensively these last years. In this paper, we present a novel approach to modelling and simulation of discrete event dynamic systems (DEDS), based on the combination of discrete event systems specification (DEVS) and agent group role (AGR). In this study, the DEVS atomic models are transformed into agents and the DEVS coupled models into groups of agents. Thus, we provide a set of procedures and functions that allow the systematic transformation from DEVS into AGR models in order to be implemented in multi-agent platforms. The proposed approach was validated by a case study, an application in the water supply used in natural gas liquefaction process.