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Authors: Evgeny Marchukov 1 ; Igor Egorov 1 ; Oleg Baturin 2 ; Grigorii Popov 2 and Andrei Volkov 2

Affiliations: 1 Lyulka Design Bureau, Moscow and Russia ; 2 Samara National Research University, Samara and Russia

Keyword(s): Centrifugal Compressor, Mathematical Optimization Methods, Multidisciplinary Models, Multi-level Mathematical Models.

Related Ontology Subjects/Areas/Topics: Complex Systems Modeling and Simulation ; Fluid Dynamics ; Simulation and Modeling

Abstract: The paper presents the main ideas of the virtual test bench concept for rapid obtaining of the reliable characteristics of compressors based on a multi-level mathematical model with a two-step identification using data obtained from mathematical models with a high order of accuracy. One of the possible identification algorithms and the results of its successful testing are given on the example of a centrifugal compressor stage developed and tested at NASA. The authors created a pilot version of a digital analogue of a centrifugal compressor. Its main feature is that it is created based on a multi-level mathematical model with a two-step identification by the data obtained from mathematical models with a high order of accuracy.

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Paper citation in several formats:
Marchukov, E.; Egorov, I.; Baturin, O.; Popov, G. and Volkov, A. (2019). Multi-level "Learnable" Model of the Workflow in the Centrifugal Compressor Stage. In Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SIMULTECH; ISBN 978-989-758-381-0; ISSN 2184-2841, SciTePress, pages 100-110. DOI: 10.5220/0007836801000110

@conference{simultech19,
author={Evgeny Marchukov. and Igor Egorov. and Oleg Baturin. and Grigorii Popov. and Andrei Volkov.},
title={Multi-level "Learnable" Model of the Workflow in the Centrifugal Compressor Stage},
booktitle={Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SIMULTECH},
year={2019},
pages={100-110},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007836801000110},
isbn={978-989-758-381-0},
issn={2184-2841},
}

TY - CONF

JO - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SIMULTECH
TI - Multi-level "Learnable" Model of the Workflow in the Centrifugal Compressor Stage
SN - 978-989-758-381-0
IS - 2184-2841
AU - Marchukov, E.
AU - Egorov, I.
AU - Baturin, O.
AU - Popov, G.
AU - Volkov, A.
PY - 2019
SP - 100
EP - 110
DO - 10.5220/0007836801000110
PB - SciTePress

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