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Authors: Anton Baldin 1 ; Kläre Cassirer 1 ; Tanja Clees 2 ; 1 ; Bernhard Klaassen 1 ; Igor Nikitin 1 ; Lialia Nikitina 1 and Sabine Pott 1

Affiliations: 1 Fraunhofer Institute for Algorithms and Scientific Computing, Schloss Birlinghoven, 53754 Sankt Augustin, Germany ; 2 Bonn-Rhine-Sieg University of Applied Sciences, Grantham-Allee 20, 53754 Sankt Augustin, Germany

Keyword(s): Complex Systems Modeling and Simulation, Non-linear Systems, Applications in Energy Transport.

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.

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Paper citation in several formats:
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 - SIMULTECH; ISBN 978-989-758-578-4; ISSN 2184-2841, SciTePress, pages 178-185. DOI: 10.5220/0011123000003274

@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 - SIMULTECH},
year={2022},
pages={178-185},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011123000003274},
isbn={978-989-758-578-4},
issn={2184-2841},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SIMULTECH
TI - Principal Component Analysis in Gas Transport Simulation
SN - 978-989-758-578-4
IS - 2184-2841
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
PB - SciTePress

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