Real-Time Fault Detection and Identification for MMC Using 1-D Convolutional Neural Networks.
Serkan KiranyazAdel GastliLazhar Ben-BrahimNasser Al-EmadiMoncef GabboujPublished in: IEEE Trans. Ind. Electron. (2019)
Keyphrases
- fault detection
- real time
- convolutional neural networks
- fault diagnosis
- industrial processes
- fault identification
- tennessee eastman
- rotating machinery
- failure detection
- robust fault detection
- fuel cell
- condition monitoring
- fault detection and diagnosis
- power plant
- multi class
- convolutional network
- neural network
- fault isolation
- gas turbine
- fault detection and isolation
- fault localization
- constraint satisfaction
- heuristic search
- feature extraction
- decision making
- artificial intelligence
- genetic algorithm