27 citations · 27 across the 1 of their papers we have counts for
3 papers
On Integrating Prior Knowledge into Gaussian Processes for Prognostic Health Monitoring
Simon Pfingstl, Markus Zimmermann
Gaussian process regression is a powerful method for predicting states based on given data. It has been successfully applied for probabilistic predictions of structural systems to…
On the Potential of Extending Aircraft Service Time Using a Fatigue Damage Index
Simon Pfingstl, Dominik Steinweg, Markus Zimmermann +1
Aircraft structures experience various kinds of loads over their entire lifetime, typically leading to fatigue and ultimately structural failure. In order to avoid structural failu…
Predicting Crack Growth and Fatigue Life with Surrogate Models
Simon Pfingstl, Jose Ignacio Rios, Horst Baier +1
Fatigue-induced damage is still one of the most uncertain failures in structural systems. Prognostic health monitoring together with surrogate models can help to predict the fatigu…