A novel gas turbine fault detection and identification strategy based on hybrid dimensionality reduction and uncertain rule-based fuzzy logic.
Shabnam YazdaniMorteza Montazeri-GhPublished in: Comput. Ind. (2020)
Keyphrases
- gas turbine
- fault detection
- fault diagnosis
- fuzzy logic
- dimensionality reduction
- expert systems
- rule base
- decision making
- fault identification
- fault tree
- industrial processes
- tennessee eastman
- neural network
- pattern recognition
- condition monitoring
- operating conditions
- artificial intelligence
- membership functions
- failure detection
- soft computing
- robust fault detection
- fault detection and diagnosis
- intelligent control
- genetic algorithm
- feature extraction
- fault detection and isolation
- high dimensional
- data points
- computational intelligence
- fuzzy sets
- feature selection
- power plant
- chemical process
- control system
- evolutionary computation
- rough sets
- feature space
- search space
- fuel cell
- fault localization
- fuzzy rules