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Polymorphic Uncertainty Modeling of Heterogeneous Thermo‐Hydro‐Mechanical Coupled Systems under Vague Assumptions on Parameter Correlations
Author(s) -
Schmidt Albrecht,
NguyenTuan Long,
Könke Carsten,
Lahmer Tom
Publication year - 2017
Publication title -
pamm
Language(s) - English
Resource type - Journals
ISSN - 1617-7061
DOI - 10.1002/pamm.201710021
Subject(s) - reliability (semiconductor) , random field , interdependence , fuzzy logic , simple (philosophy) , mathematics , field (mathematics) , computer science , statistical physics , mathematical optimization , reliability engineering , engineering , statistics , artificial intelligence , physics , thermodynamics , pure mathematics , power (physics) , philosophy , epistemology , political science , law
Heterogeneous material properties can be found in new hybrid materials as well as in existing engineering constructions, e.g. dams. The material properties can be modeled by correlated random fields, taking into account their possible interdependencies. The vaguely known random field parameters like correlation coefficient and correlation length are described by fuzzy sets. Applying those fields in a reliability analysis result in failure probability fuzzy sets that can be interpreted by the engineer. This proposed methodology is applied to a simple illustrative one‐dimensional model to show the principle procedure. (© 2017 Wiley‐VCH Verlag GmbH & Co. KGaA, Weinheim)