Physics-Informed Neural Network for modeling and predicting temperature fluctuations in proton exchange membrane electrolysis

Zerrougui, Islam; Li, Zhongliang; Hissel, Daniel

doi:10.1016/j.egyai.2025.100474

Public

Physics-Informed Neural Network for modeling and predicting temperature fluctuations in proton exchange membrane electrolysis

Published in Energy and AI • Jan 22, 2025

Authors:

Islam Zerrougui

Zhongliang Li

Daniel Hissel

Abstract

Proton Exchange Membrane (PEM) electrolysis stands as a cornerstone technology in the clean energy sector, driving the production of hydrogen and oxygen from water. A critical aspect of ensuring the efficiency and safety of this process lies in the precise monitoring and control of temperature at th...

Subject

Electrolysis

Artificial neural network

Proton

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