Status: Bibliographieeintrag
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| |  Online-Ressource |
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| Verfasst von: | López Cárdenas, Diana Carolina [VerfasserIn]  |
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| | Barz, Tilman [VerfasserIn] |
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| | Körkel, Stefan [VerfasserIn] |
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| | Wozny, Günter [VerfasserIn] |
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| Titel: | Nonlinear ill-posed problem analysis in model-based parameter estimation and experimental design |
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| Verf.angabe: | Diana C. López C., Tilman Barz, Stefan Körkel, Günter Wozny |
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| E-Jahr: | 2015 |
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| Jahr: | 12 March 2015 |
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| Umfang: | 19 S. |
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| Fussnoten: | Gesehen am 02.06.2020 |
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| Titel Quelle: | Enthalten in: Computers & chemical engineering |
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| Ort Quelle: | Amsterdam [u.a.] : Elsevier Science, 1977 |
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| Jahr Quelle: | 2015 |
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| Band/Heft Quelle: | 77(2015), Seite 24-42 |
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| ISSN Quelle: | 0098-1354 |
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| Abstract: | Discrete ill-posed problems are often encountered in engineering applications. Still, their sound analysis is not yet common practice and difficulties arising in the determination of uncertain parameters are typically not assigned properly. This contribution provides a tutorial review on methods for identifiability analysis, regularization techniques and optimal experimental design. A guideline for the analysis and classification of nonlinear ill-posed problems to detect practical identifiability problems is given. Techniques for the regularization of experimental design problems resulting from ill-posed parameter estimations are discussed. Applications are presented for three different case studies of increasing complexity. |
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| DOI: | doi:10.1016/j.compchemeng.2015.03.002 |
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| URL: | Bitte beachten Sie: Dies ist ein Bibliographieeintrag. Ein Volltextzugriff für Mitglieder der Universität besteht hier nur, falls für die entsprechende Zeitschrift/den entsprechenden Sammelband ein Abonnement besteht oder es sich um einen OpenAccess-Titel handelt.
Volltext ; Verlag: https://doi.org/10.1016/j.compchemeng.2015.03.002 |
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| | Volltext: http://www.sciencedirect.com/science/article/pii/S0098135415000733 |
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| | DOI: https://doi.org/10.1016/j.compchemeng.2015.03.002 |
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| Datenträger: | Online-Ressource |
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| Sprache: | eng |
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| Sach-SW: | Identifiability problems |
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| | Ill-conditioning analysis |
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| | Ill-posed problems |
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| | Parameter subset selection |
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| | Singular value decomposition |
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| | Tikhonov regularization |
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| K10plus-PPN: | 1699198209 |
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| Verknüpfungen: | → Zeitschrift |
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Nonlinear ill-posed problem analysis in model-based parameter estimation and experimental design / López Cárdenas, Diana Carolina [VerfasserIn]; 12 March 2015 (Online-Ressource)
68582940
