- Feature Paper
- Article
Holistic Process Models: A Bayesian Predictive Ensemble Method for Single and Coupled Unit Operation Models
- Liliana Montano Herrera,
- Tobias Eilert,
- I-Ting Ho,
- Milena Matysik,
- Michael Laussegger,
- Ralph Guderlei,
- Bernhard Schrantz,
- Alexander Jung,
- Erich Bluhmki and
- Jens Smiatek
The coupling of individual models in terms of end-to-end calculations for unit operations in manufacturing processes is a challenging task. We present a probability distribution-based approach for the combined outcomes of parametric and non-parametri...