May 2026
MINT Fachkräfteprogramm 2
Building a parametric measurement database for noise-based defect discrimination and root-cause analysis.
The objective of the project is to systematically establish a parametric measurement database—a structured library of characteristic noise patterns—as an experimental foundation for noise-based defect discrimination and root-cause analysis.
The experimental campaigns follow a deliberately selected sequence of increasing complexity:
1. Mechanical force application as the simplest and cleanest starting point, enabling controlled defect induction without thermodynamic side effects.
2. State-of-charge dependency as the first systemic influencing parameter.
3. Temperature dependency as the second systemic influencing parameter and the one with the highest industrial relevance.
The project will result in a structured and reproducible dataset that will serve as the training and validation basis for model-supported fault analysis within project RZQ5VD84W.
It will also provide the foundation for the industrial application of root-cause analysis.
