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Introduction
I am a scientific employee and PhD candidate at the Institute of Machine Components, University of Stuttgart.
Within my research in application and methodology of #DesignOfExperiments and #ReliabilityEngineering, I extend the tools needed to generate multivariable, object-based lifetime models in the most efficient approach to stochastically quantify the lifetime of technical products: powertrain parts, machine components or technical appliances .
Current institution
Publications
Publications (10)
For the investigation of influence of various parameters on properties and outputs of components or systems, Design of Experiments (DOE) offers the most efficient approach to create a comprehensive empirical insight into product performance. However, especially if product lifetime is treated as the investigation objective, the main focus of attenti...
Orthogonality in DoE favors non-correlated effects and minimizes their confidence intervals. However, accidental
or deliberate deviation from orthogonality is often possible on the one hand, and sometimes even desirable within
reliability demonstration testing. Based on an investigation of orthogonality deviations (errors in factor levels) with
res...
In the context of design of experiments (DoE), for many cases the quantitative dependency of a nonlinear target parameter on a few factors is to be determined for the related parameter prediction. For these cases, from the group of response surface designs, test plans are used following the structure of Central-Composite Design (CCD). Their leverag...
The design of screw connections is subject to standardized calculation recommendations based mainly on
empirically determined parameters with defined material characteristics. Here, a probabilistic extension of this
design methodology for strength design against static load is proposed, whereby probability density functions of
characteristic compon...