Maximizing Fiber Cable Capacity under a Supply Power Constraint using Deep Neural Networks.
Junho ChoSethumadhavan ChandrasekharErixhen SulaSamuel OlssonEllsworth BurrowsGregory RaybonRoland RyfNicolas K. FontaineJean-Christophe AntonaSteve GrubbPeter J. WinzerAndrew R. ChraplyvyPublished in: OFC (2020)
Keyphrases
- fiber optic
- neural network
- power distribution
- distribution networks
- pattern recognition
- fuzzy logic
- power consumption
- neural network model
- artificial neural networks
- electricity markets
- capacity constraints
- power distribution systems
- power transmission
- deep learning
- neural nets
- transmission line
- genetic algorithm
- soft constraints
- linear constraints
- feed forward
- high capacity
- radial basis function
- fault diagnosis
- back propagation
- computational intelligence