Implementing Deep Learning for comprehensive aircraft icing and actuator/sensor fault detection/identification.
Yiqun DongPublished in: Eng. Appl. Artif. Intell. (2019)
Keyphrases
- fault detection
- deep learning
- industrial processes
- fault diagnosis
- fault identification
- unsupervised learning
- unsupervised feature learning
- machine learning
- tennessee eastman
- condition monitoring
- weakly supervised
- robust fault detection
- failure detection
- real time
- mental models
- control system
- monitoring system
- power plant
- artificial intelligence
- fuel cell
- neural network
- closed loop
- constraint satisfaction
- higher order
- principal component analysis
- denoising
- supervised learning