Principal Component Analysis in Gas Transport Simulation
- 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.
| Document Type: | Conference Object |
|---|---|
| Language: | English |
| Author: | Anton Baldin, Kläre Cassirer, Tanja Clees, Bernhard Klaassen, Igor Nikitin, Lialia Nikitina, Sabine Pott |
| Parent Title (English): | Proceedings of the 12th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH), July 14-16, 2022, in Lisbon, Portugal |
| Number of pages: | 8 |
| First Page: | 178 |
| Last Page: | 185 |
| ISBN: | 978-989-758-578-4 |
| DOI: | https://doi.org/10.5220/0011123000003274 |
| Publisher: | SCITEPRESS - Science and Technology Publications |
| Date of first publication: | 2022/07/24 |
| Copyright: | © 2022 SciTePress, Science and Technology Publications, Lda - All rights reserved. |
| Keyword: | Applications in Energy Transport; Complex Systems Modeling and Simulation; Non-linear systems |
| Departments, institutes and facilities: | Fachbereich Ingenieurwissenschaften und Kommunikation |
| Institut für Technik, Ressourcenschonung und Energieeffizienz (TREE) | |
| Dewey Decimal Classification (DDC): | 5 Naturwissenschaften und Mathematik / 51 Mathematik / 510 Mathematik |
| Entry in this database: | 2022/07/25 |
