Hydrogen Safety in Solid Oxide Fuel Cells: an LSTM-Based Model for Predicting Temperature Anomalies and Change Points

Hydrogen Safety in Solid Oxide Fuel Cells: an LSTM-Based Model for Predicting Temperature Anomalies and Change Points

Temperature anomalies in solid oxide fuel cells (SOFC) can significantly affect performance, induce thermal stress and evolve towards accident scenario. Accurately predicting these anomalies is critical for maintaining system integrity and safety, possibly providing weak early signals before an inci...

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Bibliographic Details
Main Authors: Tomaso Vairo, Davide Clematis, Maria Paola Carpanese, Bruno Fabiano
Format: Article
Language:English
Published: AIDIC Servizi S.r.l. 2025-06-01
Series:Chemical Engineering Transactions
Online Access:https://www.cetjournal.it/index.php/cet/article/view/15151
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