2024
DOI: 10.20944/preprints202402.0943.v1
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Interpretability of Causal Discovery in Tracking Deterioration in a Highly Dynamic Process

Asha Choudhary,
Matej Vuković,
Belgin Mutlu
et al.

Abstract: In a dynamic production processes, mechanical degradation poses a significant challenge, impacting product quality and process efficiency. This paper explores a novel approach for monitoring degradation in the context of viscose fiber production, a highly dynamic manufacturing process. Using causal discovery techniques, our method allows domain experts to incorporate background knowledge into the creation of causal graphs. Further, it enhances the interpretability and increases the ability to identify potentia… Show more

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