Prescriptive maintenance with causal machine learning

no code implementations • 3 Jun 2022 • Toon Vanderschueren, Robert Boute, Tim Verdonck, Bart Baesens, Wouter Verbeke

This work proposes to relax both assumptions by learning the effect of maintenance conditional on a machine's characteristics from observational data on similar machines using existing methodologies for causal inference.

BIG-bench Machine Learning Causal Inference