2 papers
cs.LG2026
PriMa-Causa: Causal Prescriptive Maintenance
Felix Saretzky
Automated manufacturing requires data-driven decisions under uncertainty and sparse observational records, and unplanned downtime is a dominant cost of getting them wrong. Prescrip…
cs.AI2025
Integrating a Causal Foundation Model into a Prescriptive Maintenance Framework for Optimising Production-Line OEE
Felix Saretzky, Lucas Andersen, Thomas Engel +1
The transition to prescriptive maintenance (PsM) in manufacturing is critically constrained by a dependence on predictive models. Such purely predictive models tend to capture stat…