Izvorni znanstveni članak
https://doi.org/10.2498/cit.1002348
Using of DEVS and MAS Tools for Modeling and Simulation of an Industrial Steam Generator
Noureddine Seddari
; University 20 August 1955, Faculty of Sciences, Department of Computer Science, Skikda
Mohammed Redjimi
orcid.org/0000-0001-8425-5470
; University 20 August 1955, Faculty of Sciences, Department of Computer Science, Skikda
Sofiane Boukelkoul
orcid.org/0000-0003-4019-0446
; University 20 August 1955, Faculty of Sciences, Department of Computer Science, Skikda
Sažetak
Complex systems are made of many elementary components in interaction. To model such systems, it is generally more convenient to decompose them into subsystems that are simpler to handle. This new division is to be made in a methodical way, by identification and complete definition of the various structures, actions and interactions of those sub-systems. In this work, the decomposition of the overall system into sub-systems is based primarily on the use of the Discrete EVent System Specification (DEVS) formalism. The obtained atomic and coupled models are formally verified and validated. Then, we use the Multi-agent Development KIT (MAD-KIT) Multi Agent Systems (MAS) operational tools to implement an industrial simulator. This simulator is used by beginner operators in the petroleum field to ameliorate the process of training and learning without stopping the real processes. The advantage of this approach is its adaptability as well as its possibilities of extension (addition of new functionalities). Moreover, the decomposition into sub-systems reduces significantly the complexity of the elements being implemented and therefore, allows a greatmodularity and a better legibility to the system. Our work is realised in collaboration with the production department of natural gas liquefaction (GL1/K Skikda), one of the principal hydrocarbons poles from SONATRACH complex in Algeria.
Ključne riječi
modeling and simulation; complex systems; industrial systems; discrete event system specification (DEVS); atomic and coupled models; multi-agent systems (MAS); MAD-KIT; AALAADIN
Hrčak ID:
129193
URI
Datum izdavanja:
31.10.2014.
Posjeta: 1.641 *