Towards soft real-time fault diagnosis for edge devices in industrial IoT using deep domain adaptation training strategy.
Dileep Kumar SootherSanaullah Mehran UjjanKapal DevSunder Ali KhowajaNaveed Anwar BhattiTanweer HussainPublished in: J. Parallel Distributed Comput. (2022)
Keyphrases
- fault diagnosis
- domain adaptation
- gas turbine
- industrial systems
- chemical process
- covariate shift
- expert systems
- fault detection
- neural network
- fault diagnostic
- cross domain
- multiple sources
- labeled data
- operating conditions
- training set
- power transformers
- industrial processes
- supervised learning
- training examples
- fuzzy logic
- semi supervised
- training data
- monitoring and fault diagnosis
- industrial applications
- target domain
- analog circuits
- multiple faults
- training samples
- sentiment classification
- document classification
- test data
- transfer learning
- test set
- multi sensor information fusion
- information fusion
- data analysis
- artificial intelligence