Bayesian Networks Approach for a Fault Detection and Isolation Case Study.
Giuseppe NunnariFlavio CannavòR. VrânceanuPublished in: WSC (2004)
Keyphrases
- fault detection and isolation
- bayesian networks
- case study
- fault diagnosis
- control system
- industrial processes
- fault detection
- closed loop
- fault detection and diagnosis
- probabilistic reasoning
- structure learning
- inference in bayesian networks
- conditional probabilities
- conditional independence
- graphical models
- probability distribution
- learning bayesian networks
- real time
- incomplete data
- expert knowledge
- development process
- hidden variables
- fuzzy logic
- expert systems
- fuzzy control
- decision support system
- probabilistic inference
- bayesian network classifiers
- probabilistic model
- artificial intelligence
- genetic algorithm