Principal Component Analysis in Gas Transport Simulation

Anton Baldin, Kläre Cassirer, Tanja Clees, Tanja Clees, Bernhard Klaassen, Igor Nikitin, Lialia Nikitina, Sabine Pott

2022

Abstract

In this paper, an analysis of the error ellipsoid in the space of solutions of stationary gas transport problems is carried out. For this purpose, a Principal Component Analysis of the solution set has been performed. The presence of unstable directions is shown associated with the marginal fulfillment of the resistivity conditions for the equations of compressors and other control elements in gas networks. Practically, the instabilities occur when multiple compressors or regulators try to control pressures or flows in the same part of the network. Such problems can occur, in particular, when the compressors or regulators reach their working limits. Possible ways of resolving instabilities are considered.

Paper Citation

in Harvard Style

Baldin A., Cassirer K., Clees T., Klaassen B., Nikitin I., Nikitina L. and Pott S. (2022). Principal Component Analysis in Gas Transport Simulation. In Proceedings of the 12th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH, ISBN 978-989-758-578-4, pages 178-185. DOI: 10.5220/0011123000003274

in Bibtex Style

@conference{simultech22,
author={Anton Baldin and Kläre Cassirer and Tanja Clees and Bernhard Klaassen and Igor Nikitin and Lialia Nikitina and Sabine Pott},
title={Principal Component Analysis in Gas Transport Simulation},
booktitle={Proceedings of the 12th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,},
year={2022},
pages={178-185},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011123000003274},
isbn={978-989-758-578-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 12th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,
TI - Principal Component Analysis in Gas Transport Simulation
SN - 978-989-758-578-4
AU - Baldin A.
AU - Cassirer K.
AU - Clees T.
AU - Klaassen B.
AU - Nikitin I.
AU - Nikitina L.
AU - Pott S.
PY - 2022
SP - 178
EP - 185
DO - 10.5220/0011123000003274