Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks.
Khouloud AbdelliFlorian AzendorfHelmut GrießerCarsten TropschugStephan PachnickePublished in: ECOC (2021)
Keyphrases
- optical networks
- fault diagnosis
- link failure
- wavelength division multiplexing
- neural network
- fault detection
- expert systems
- routing and wavelength assignment
- service differentiation
- condition monitoring
- wdm networks
- bp neural network
- operating conditions
- chemical process
- analog circuits
- electronic equipment
- multiple faults
- monitoring and fault diagnosis
- power transformers
- fault detection and diagnosis
- fuzzy logic
- industrial systems
- rbf neural network
- gas turbine
- network topology
- rotating machinery
- feed forward
- recurrent neural networks
- multi sensor information fusion
- electrical power systems
- routing protocol
- dynamic reconfiguration
- markov chain
- fault identification
- power plant
- artificial intelligence
- real time