Multi-level "Learnable" Model of the Workflow in the Centrifugal Compressor Stage

Evgeny Marchukov, Igor Egorov, Oleg Baturin, Grigorii Popov, Andrei Volkov

2019

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.

Paper Citation

in Harvard Style

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 - Volume 1: SIMULTECH, ISBN 978-989-758-381-0, pages 100-110. DOI: 10.5220/0007836801000110

in Bibtex Style

@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 - Volume 1: SIMULTECH,},
year={2019},
pages={100-110},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007836801000110},
isbn={978-989-758-381-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,
TI - Multi-level "Learnable" Model of the Workflow in the Centrifugal Compressor Stage
SN - 978-989-758-381-0
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