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Conferences > OFC > 2021 > M3H > M3H.1

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

Shengnan Li, Danshi Wang, Yuchen Song, Qirui Fan, Min Zhang, Chao Lu, and Alan Pak Tao Lau

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Abstract

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.

© 2021 The Author(s)

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