Digital twin-enabled Power Optimizer for Multi-span Transmission System Using Autoencoder

A digital twin-enabled technique is proposed for multi-span system to build a neural network-based power prediction model and an autoencoder-based power optimization model achieve flexible output spectrum profile control.