Observer-based data assimilation for barotropic gas transport using distributed measurements
Fuente:
arXiv
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| Autori principali: | , , |
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| Natura: | Preprint |
| Pubblicazione: |
2023
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| _version_ | 1866929641454829568 |
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| author | Giesselmann, Jan Gugat, Martin Kunkel, Teresa |
| author_facet | Giesselmann, Jan Gugat, Martin Kunkel, Teresa |
| contents | We consider a state estimation problem for gas pipeline flow modeled by the one-dimensional barotropic Euler equations. In order to reconstruct the system state, we construct an observer system of Luenberger type based on distributed measurements of one state variable. First, we show the existence of Lipschitz-continuous semi-global solutions of the observer system and of the original system for initial and boundary data satisfying smallness and compatibility conditions for a single pipe and for general networks. Second, based on an extension of the relative energy method we prove that the state of the observer system converges exponentially in the long time limit towards the original system state. We show this for a single pipe and for star-shaped networks. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2303_04045 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Observer-based data assimilation for barotropic gas transport using distributed measurements Giesselmann, Jan Gugat, Martin Kunkel, Teresa Analysis of PDEs Numerical Analysis We consider a state estimation problem for gas pipeline flow modeled by the one-dimensional barotropic Euler equations. In order to reconstruct the system state, we construct an observer system of Luenberger type based on distributed measurements of one state variable. First, we show the existence of Lipschitz-continuous semi-global solutions of the observer system and of the original system for initial and boundary data satisfying smallness and compatibility conditions for a single pipe and for general networks. Second, based on an extension of the relative energy method we prove that the state of the observer system converges exponentially in the long time limit towards the original system state. We show this for a single pipe and for star-shaped networks. |
| title | Observer-based data assimilation for barotropic gas transport using distributed measurements |
| topic | Analysis of PDEs Numerical Analysis |
| url | https://arxiv.org/abs/2303.04045 |