Analysis, Quantification and Evaluation of Uncertainty

Author:

Schaeffner MaximilianORCID,Abele Eberhard,Anderl Reiner,Bölling Christian,Brötz Johannes,Dietrich Ingo,Feldmann Robert,Gehb Christopher 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.ORCID,Pfetsch Marc E.ORCID,Platz Roland,Rexer Manuel,Staudter Georg,Ulbrich Stefan,Weber Moritz,Weigold Matthias

Abstract

AbstractThis 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.

Publisher

Springer International Publishing

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