Johannes Huegle

Understanding unforeseen production downtimes in manufacturing processes using log data-driven causal reasoning

2022 · Journal of Intelligent Manufacturing

Abstract In discrete manufacturing, the knowledge about causal relationships makes it possible to avoid unforeseen production downtimes by identifying their root causes. Learning causal structures from real-world settings remains challenging due to high-dimensional data, a …