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most citedA Transformer-Based Approach for Diagnosing Fault Cases in Optical Fiber Amplifiers

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eess.SP2026

Transformer-Based Prognostics: Enhancing Network Availability by Improved Monitoring of Optical Fiber Amplifiers

Dominic Schneider, Lutz Rapp, Christoph Ament

We enhance optical network availability and reliability through a lightweight transformer model that predicts optical fiber amplifier lifetime from condition-based monitoring data,…