Schäffner, Maximilian ; Abele, Eberhard ; Anderl, Reiner ; Bölling, Christian ; Brötz, Johannes ; Dietrich, Ingo ; Feldmann, Robert ; Gehb, M. ; Geßner, Felix ; Hartig, Jakob ; Hedrich, Philipp ; Hoppe, Florian ; Kersting, Sebastian ; Kohler, Michael ; Lenz, Jonathan ; Martin, Daniel ; Matei, Alexander ; Melz, Tobias ; Öztürk, Tuğrul ; Pelz, Peter F. ; Pfetsch, Marc E. ; Platz, Roland ; Rexer, Manuel ; Staudter, Georg ; Ulbrich, Stefan ; Weber, Moritz ; Weigold, Matthias
Pelz, Peter F. ; Groche, Peter ; Pfetsch, Marc E. ; Schaeffner, Maximilian (eds.) (2021):
Analysis, Quantification and Evaluation of Uncertainty.
In: Springer Tracts in Mechanical Engineering (STME), In: Mastering Uncertainty in Mechanical Engineering, 1, pp. 113-207, Cham, Springer, ISBN 978-3-030-78356-3,
DOI: 10.1007/978-3-030-78354-9,
[Book Section]
Abstract
This chapter describes the various approaches to analyse, quantify and evaluate uncertainty along the phases of the product life cycle. It is based on the previous chapters that introduce a consistent classification of uncertainty and a holistic approach to master the uncertainty of technical systems in mechanical engineering. Here, the following topics are presented: the identification of uncertainty by modelling technical processes, the detection and handling of data-induced conflicts, the analysis, quantification and evaluation of model uncertainty as well as the representation and visualisation of uncertainty. The different approaches are discussed and demonstrated on exemplary technical systems.
| Item Type: | Book Section |
|---|---|
| Erschienen: | 2021 |
| Editors: | Pelz, Peter F. ; Groche, Peter ; Pfetsch, Marc E. ; Schaeffner, Maximilian |
| Creators: | Schäffner, Maximilian ; Abele, Eberhard ; Anderl, Reiner ; Bölling, Christian ; Brötz, Johannes ; Dietrich, Ingo ; Feldmann, Robert ; Gehb, M. ; Geßner, Felix ; Hartig, Jakob ; Hedrich, Philipp ; Hoppe, Florian ; Kersting, Sebastian ; Kohler, Michael ; Lenz, Jonathan ; Martin, Daniel ; Matei, Alexander ; Melz, Tobias ; Öztürk, Tuğrul ; Pelz, Peter F. ; Pfetsch, Marc E. ; Platz, Roland ; Rexer, Manuel ; Staudter, Georg ; Ulbrich, Stefan ; Weber, Moritz ; Weigold, Matthias |
| Title: | Analysis, Quantification and Evaluation of Uncertainty |
| Language: | English |
| Abstract: | This chapter describes the various approaches to analyse, quantify and evaluate uncertainty along the phases of the product life cycle. It is based on the previous chapters that introduce a consistent classification of uncertainty and a holistic approach to master the uncertainty of technical systems in mechanical engineering. Here, the following topics are presented: the identification of uncertainty by modelling technical processes, the detection and handling of data-induced conflicts, the analysis, quantification and evaluation of model uncertainty as well as the representation and visualisation of uncertainty. The different approaches are discussed and demonstrated on exemplary technical systems. |
| Book Title: | Mastering Uncertainty in Mechanical Engineering |
| Series: | Springer Tracts in Mechanical Engineering (STME) |
| Place of Publication: | Cham |
| Publisher: | Springer |
| Edition: | 1 |
| ISBN: | 978-3-030-78356-3 |
| Divisions: | 16 Department of Mechanical Engineering 16 Department of Mechanical Engineering > Institut für Produktionstechnik und Umformmaschinen (PtU) 16 Department of Mechanical Engineering > Institute of Production Technology and Machine Tools (PTW) |
| Date Deposited: | 08 Nov 2021 07:35 |
| DOI: | 10.1007/978-3-030-78354-9 |
| URL / URN: | https://link.springer.com/chapter/10.1007/978-3-030-78354-9_... |
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