Performance decay prediction model of proton exchange membrane fuel cell based on particle swarm optimization and gate recurrent unit

The durability of proton exchange membrane fuel cells (PEMFC) is an important issue that restricts their large-scale application. To improve their reliability during use, this paper proposes a short-term performance degradation prediction model using particle swarm optimization (PSO) to optimize the...

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Bibliographic Details

Published in:	Energy and AI
Main Authors:	Ziliang Zhao, Yifan Fu, Ji Pu, Zhangu Wang, Senhao Shen, Duo Ma, Qianya Xie, Fojin Zhou
Format:	Article
Language:	English
Published:	Elsevier 2024-09-01
Subjects:	(Gate recurrent unit) GRU (Proton exchange membrane fuel cells) PEMFC Prediction (Particle swarm optimization) PSO
Online Access:	http://www.sciencedirect.com/science/article/pii/S266654682400065X