Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory.
Khouloud AbdelliHelmut GriesserCarsten TropschugStephan PachnickePublished in: CoRR (2022)
Keyphrases
- fault detection
- optical fiber
- denoising
- recurrent neural networks
- long short term memory
- restricted boltzmann machine
- fault diagnosis
- fault identification
- image denoising
- high sensitivity
- image processing
- industrial processes
- noisy images
- natural images
- tennessee eastman
- wavelet packet
- fault detection and diagnosis
- failure detection
- robust fault detection
- fuel cell
- denoising algorithm
- condition monitoring
- fault localization
- fault isolation
- neural network
- deep learning
- power plant
- multiresolution
- expert systems
- knowledge base
- learning algorithm