On the Relevance of Graphical Causal Models for Failure Detection for Industrial Machinery.
Andreea-Hilda KosorusMariya ZhariyThomas NatschlägerBernhard FreudenthalerJosef KüngPublished in: EUROCAST (1) (2013)
Keyphrases
- causal models
- failure detection
- causal discovery
- causal relations
- causal relationships
- fault detection
- structural model
- conditional independence
- causal reasoning
- directed acyclic graph
- industrial applications
- causal structure
- tractable cases
- structural equation models
- causal inference
- information retrieval
- dependency graphs
- causal graph
- highly reliable
- test collection
- expert systems
- artificial intelligence