Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation
Model-based monitoring schemes are known to have a great potentials in detection and localization of leaks in pipelines. Fluid flow in pipelines is characterized by a system of non-linear-coupled partial differential equations. Since state estimation can provide the basis for real-time monitoring of...
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2020
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| Online Access: | https://eprints.kfupm.edu.sa/id/eprint/2538/1/12.pdf |
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| _version_ | 1864513382460162048 |
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| author | Emara-Shabaik, Husam |
| author2 | unknown |
| author2_role | author |
| author_facet | Emara-Shabaik, Husam unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Emara-Shabaik, Husam unknown |
| dc.date.*.fl_str_mv | 2020 |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/2538/1/12.pdf Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 216. pp. 497-512. |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | PROFESSIONAL ENGINEERING PUBLISHING LTD, |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/2538/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Petroleum Systems |
| dc.title.none.fl_str_mv | Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | Model-based monitoring schemes are known to have a great potentials in detection and localization of leaks in pipelines. Fluid flow in pipelines is characterized by a system of non-linear-coupled partial differential equations. Since state estimation can provide the basis for real-time monitoring of fluid flow in pipelines, a suitable numerical scheme is employed to formulate the problem in state-space form, which enables the development of state estimation techniques. A modified extended Kalman filter (MEKF) in conjunction with feed forward omputations to anticipate the leak magnitude provides the core of the adaptive multimodel state estimation technique used in this paper. Numerical simulation results show that the developed state estimation scheme effectively detects and locates small leaks in pipelines within a short time duration |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_fcced3885994dd7f7443edf99f523cb4 |
| identifier_str_mv | Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 216. pp. 497-512. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::2538 |
| publishDate | 2020 |
| publisher.none.fl_str_mv | PROFESSIONAL ENGINEERING PUBLISHING LTD, |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
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| spelling | Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And IsolationEmara-Shabaik, HusamunknownPetroleumSystemsModel-based monitoring schemes are known to have a great potentials in detection and localization of leaks in pipelines. Fluid flow in pipelines is characterized by a system of non-linear-coupled partial differential equations. Since state estimation can provide the basis for real-time monitoring of fluid flow in pipelines, a suitable numerical scheme is employed to formulate the problem in state-space form, which enables the development of state estimation techniques. A modified extended Kalman filter (MEKF) in conjunction with feed forward omputations to anticipate the leak magnitude provides the core of the adaptive multimodel state estimation technique used in this paper. Numerical simulation results show that the developed state estimation scheme effectively detects and locates small leaks in pipelines within a short time durationPROFESSIONAL ENGINEERING PUBLISHING LTD,ArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://eprints.kfupm.edu.sa/id/eprint/2538/1/12.pdf Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 216. pp. 497-512. enhttps://eprints.kfupm.edu.sa/id/eprint/2538/2020info:eu-repo/semantics/openAccessoai::25382019-11-01T13:44:42Z |
| spellingShingle | Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation Emara-Shabaik, Husam Petroleum Systems |
| status_str | publishedVersion |
| title | Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation |
| title_full | Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation |
| title_fullStr | Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation |
| title_full_unstemmed | Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation |
| title_short | Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation |
| title_sort | Non-Linear Multiple-Model State Estimation Scheme For Pipeline Leak Detection And Isolation |
| topic | Petroleum Systems |
| url | https://eprints.kfupm.edu.sa/id/eprint/2538/1/12.pdf |