New Examples of Fragility Surfaces

Metamodels of Failure Probabilities (Fragility Surfaces) make it possible to explore the transition region between failure and non-failure, not only in dependence of for example the required lifetime, but also in dependence of other important parameters like maximum temperature of a thermal load cycle, solder thickness, etc. This approach gives new insights on Wöhler- or Weibull-like curves, (hyper-)surfaces. For example, the Wöhler-like curves, surfaces are the isolines, -surfaces of the Fragility Surfaces. Also, we show, how these Fragility Surfaces can be created using other metamodels from sensitivity analysis by a technique called nested loops. The Fragility Surfaces have many possible applications, for example in Prognostics and Health Management as an important component for compact digital twins.

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Published
2025-04-06
DOI
https://doi.org/10.1109/eurosime65125.2025.11006616
Primary Topic
Methane Hydrates and Related Phenomena
Type
article
Field-Weighted Citation Impact
0.00

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article

New Examples of Fragility Surfaces

Günther Hasna, Roland Niemeier, Sebastian Hötzel
Methane Hydrates and Related Phenomena
article

New Examples of Fragility Surfaces

Günther Hasna, Roland Niemeier, Sebastian Hötzel
article en

Abstract

Metamodels of Failure Probabilities (Fragility Surfaces) make it possible to explore the transition region between failure and non-failure, not only in dependence of for example the required lifetime, but also in dependence of other important parameters like maximum temperature of a thermal load cycle, solder thickness, etc. This approach gives new insights on Wöhler- or Weibull-like curves, (hyper-)surfaces. For example, the Wöhler-like curves, surfaces are the isolines, -surfaces of the Fragility Surfaces. Also, we show, how these Fragility Surfaces can be created using other metamodels from sensitivity analysis by a technique called nested loops. The Fragility Surfaces have many possible applications, for example in Prognostics and Health Management as an important component for compact digital twins.

Ansys (Germany) (DE)
Robert Bosch, Ansys, Infineon Technologies
Climate action
Openalex Percentile: Top 89%
Methane Hydrates and Related Phenomena
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