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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 icon orcid.org/0000-0001-8425-5470 ; University 20 August 1955, Faculty of Sciences, Department of Computer Science, Skikda
Sofiane Boukelkoul   ORCID icon orcid.org/0000-0003-4019-0446 ; University 20 August 1955, Faculty of Sciences, Department of Computer Science, Skikda

Puni tekst: engleski, PDF (677 KB) str. 171-189 preuzimanja: 574* citiraj
APA 6th Edition
Seddari, N., Redjimi, M. i Boukelkoul, S. (2014). Using of DEVS and MAS Tools for Modeling and Simulation of an Industrial Steam Generator. Journal of computing and information technology, 22 (3), 171-189. https://doi.org/10.2498/cit.1002348
MLA 8th Edition
Seddari, Noureddine, et al. "Using of DEVS and MAS Tools for Modeling and Simulation of an Industrial Steam Generator." Journal of computing and information technology, vol. 22, br. 3, 2014, str. 171-189. https://doi.org/10.2498/cit.1002348. Citirano 27.02.2021.
Chicago 17th Edition
Seddari, Noureddine, Mohammed Redjimi i Sofiane Boukelkoul. "Using of DEVS and MAS Tools for Modeling and Simulation of an Industrial Steam Generator." Journal of computing and information technology 22, br. 3 (2014): 171-189. https://doi.org/10.2498/cit.1002348
Harvard
Seddari, N., Redjimi, M., i Boukelkoul, S. (2014). 'Using of DEVS and MAS Tools for Modeling and Simulation of an Industrial Steam Generator', Journal of computing and information technology, 22(3), str. 171-189. https://doi.org/10.2498/cit.1002348
Vancouver
Seddari N, Redjimi M, Boukelkoul S. Using of DEVS and MAS Tools for Modeling and Simulation of an Industrial Steam Generator. Journal of computing and information technology [Internet]. 2014 [pristupljeno 27.02.2021.];22(3):171-189. https://doi.org/10.2498/cit.1002348
IEEE
N. Seddari, M. Redjimi i S. Boukelkoul, "Using of DEVS and MAS Tools for Modeling and Simulation of an Industrial Steam Generator", Journal of computing and information technology, vol.22, br. 3, str. 171-189, 2014. [Online]. https://doi.org/10.2498/cit.1002348

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
https://hrcak.srce.hr/129193

Posjeta: 738 *