Faults diagnosis using self-organizing maps: A case study on the DAMADICS Benchmark problem.
Andrzej KatuninMarcin AmarowiczPawel ChrzanowskiPublished in: FedCSIS (2015)
Keyphrases
- fault diagnosis
- model based diagnosis
- multiple faults
- fault detection
- fault detection and diagnosis
- fault model
- fault identification
- root cause
- case study
- fault detection and isolation
- fault models
- expert systems
- neural network
- fault localization
- diagnostic reasoning
- model based reasoning
- fault isolation
- dynamic systems
- test bed
- benchmark suite
- data sets
- incipient fault
- image segmentation
- real world
- cancer diagnosis
- discrete event
- error detection
- medical diagnostic
- diagnostic tests
- medical diagnosis
- fuzzy logic
- website
- artificial intelligence
- machine learning
- repair actions