Variational AutoEncoders-LSTM based fault detection of time-dependent high dimensional processes.
Ahmed MagedChun Fai LuiSalah HaridyMin XiePublished in: Int. J. Prod. Res. (2024)
Keyphrases
- fault detection
- industrial processes
- high dimensional
- fault diagnosis
- fault identification
- tennessee eastman
- condition monitoring
- fault localization
- robust fault detection
- failure detection
- fault detection and isolation
- rotating machinery
- dimensionality reduction
- denoising
- fault detection and diagnosis
- fuel cell
- neural network
- recurrent neural networks
- low dimensional
- feature space
- image segmentation
- expert systems
- quality improvement
- power plant
- evolutionary algorithm
- fault isolation
- feature extraction
- machine learning
- databases