Data-Driven Voltage Prognostic for Solid Oxide Fuel Cell System Based on Deep Learning

Data-Driven Voltage Prognostic for Solid Oxide Fuel Cell System Based on Deep Learning

A solid oxide fuel cell (SOFC) is an innovative power generation system that is green, efficient, and promising for a wide range of applications. The prediction and evaluation of the operation state of a solid oxide fuel cell system is of great significance for the stable and long-term operation of...

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Bibliographic Details
Main Authors: Mingfei Li, Jiajian Wu, Zhengpeng Chen, Jiangbo Dong, Zhiping Peng, Kai Xiong, Mumin Rao, Chuangting Chen, Xi Li
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Energies
Subjects:
solid oxide fuel cell
recurrent neural network
long short-term memory
gated recurrent unit
encoder–decoder
state prediction
Online Access:https://www.mdpi.com/1996-1073/15/17/6294

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https://www.mdpi.com/1996-1073/15/17/6294

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