Generating feature sets for fault diagnosis using denoising stacked auto-encoder.
Raghuveer ThirukovalluruSonal DixitRahul Kumar SevakulaNishchal K. VermaAl SalourPublished in: ICPHM (2016)
Keyphrases
- fault diagnosis
- feature set
- denoising
- image denoising
- expert systems
- feature selection
- classification accuracy
- neural network
- fault detection
- bp neural network
- feature extraction
- operating conditions
- feature vectors
- fault detection and diagnosis
- fuzzy logic
- monitoring and fault diagnosis
- electronic equipment
- feature space
- image processing
- gas turbine
- feature types
- power transformers
- analog circuits
- frequency domain
- condition monitoring
- multiple faults
- chemical process
- wavelet domain
- kernel function
- bit rate
- rotating machinery
- multi sensor information fusion
- genetic algorithm
- extracted features
- wavelet transform
- artificial neural networks
- artificial intelligence
- fault diagnostic
- wavelet packet
- machine learning