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JOURNALS // Informatsionnye Tekhnologii i Vychslitel'nye Sistemy // Archive

Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2022 Issue 3, Pages 95–107 (Mi itvs779)

MATH MODELING

Integration of conceptual modeling and constraint programming for the synthesis of flowsheets

A. A. Zuenko, A. G. Oleynik, Yu. A. Oleynik

Institute for Informatics and Mathematical Modeling – Subdivision of the Federal Research Centre "Kola Science Centre of the Russian Academy of Sciences" (IIMM KSC RAS), 24A Fersman str., Apatity, 184209, Russia

Abstract: The information technology for structural synthesis of multistage technological processes schemes is presented. The technology based on the integration of conceptual modeling and constraints programming methods. Relevance of the development is due to the fact that the existing solutions in the field of structural synthesis do not offer means for the formal description of heterogeneous constraints on the of structural elements combination in the formation of the target object. Integration of conceptual modeling and constraints programming methods provides the formalized description, automated accounting and analysis of heterogeneous constraints both on the compatibility of the equipment that implements the process and on efficiency indicators. Technological processes for the mineral processing are considered as an example. Formal structures characterizing both the properties of the processing object and the equipment that implements the process main technological operations are described. Constrains examples on synthesizing structure of the technological process and functional capabilities of the instrumental system that implements the developed technology are briefly described.

Keywords: structural synthesis, flowsheet, conceptual modeling, constraint programming, constraint satisfaction problem.

DOI: 10.14357/20718632220309



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© Steklov Math. Inst. of RAS, 2024