Cross-Domain Industrial Fault Detection by Causal Mechanism Monitoring

Dhiraj Neupane, Mohamed Reda Bouadjenek, Richard Dazeley +1

Unsupervised fault detection in industrial systems is dominated by reconstruction based methods that monitor individual sensor marginal distributions. This misses coupling faults,…