TY  - CHAP
U1  - Konferenzveröffentlichung
A1  - Baldin, Anton
A1  - Cassirer, Kläre
A1  - Clees, Tanja
A1  - Klaassen, Bernhard
A1  - Nikitin, Igor
A1  - Nikitina, Lialia
A1  - Pott, Sabine
T1  - Principal Component Analysis in Gas Transport Simulation
T2  - Proceedings of the 12th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH), July 14-16, 2022, in Lisbon, Portugal
N2  - 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.
KW  - Non-linear systems
KW  - Applications in Energy Transport
KW  - Complex Systems Modeling and Simulation
SN  - 978-989-758-578-4
SB  - 978-989-758-578-4
U6  - https://doi.org/10.5220/0011123000003274
DO  - https://doi.org/10.5220/0011123000003274
SP  - 178
EP  - 185
S1  - 8
PB  - SCITEPRESS - Science and Technology Publications
ER  -