Deep Fuzzy Echo State Networks for Machinery Fault Diagnosis.
Shaohui ZhangZhenzhong SunMan WangJianyu LongYun BaiChuan LiPublished in: IEEE Trans. Fuzzy Syst. (2020)
Keyphrases
- fault diagnosis
- echo state networks
- fuzzy logic
- neural network
- expert systems
- recurrent neural networks
- fuzzy sets
- fault detection
- incipient fault
- gas turbine
- bp neural network
- operating conditions
- condition monitoring
- chemical process
- fault detection and diagnosis
- electronic equipment
- membership functions
- soft computing
- industrial systems
- multiple faults
- power transformers
- soft computing methods
- electrical power systems
- rbf neural network
- failure diagnosis
- monitoring and fault diagnosis
- fuzzy neural network
- fuzzy numbers
- computational intelligence
- analog circuits
- rotating machinery
- fuzzy systems
- fault identification
- fuzzy theory
- machine learning
- genetic algorithm
- fault detection and isolation
- fuzzy rules
- fuzzy inference
- intelligent systems
- mathematical model
- control system
- power plant
- artificial intelligence
- fuzzy classification