TabNet: Locally Interpretable Estimation and Prediction for Advanced Proton Exchange Membrane Fuel Cell Health Management

TabNet: Locally Interpretable Estimation and Prediction for Advanced Proton Exchange Membrane Fuel Cell Health Management

In the pursuit of advanced Predictive Health Management (PHM) for Proton Exchange Membrane Fuel Cells (PEMFCs), conventional data-driven models encounter considerable barriers due to data reconstruction resulting in poor data quality, and the complexity of models leading to insufficient interpretabi...

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Bibliographic Details
Main Authors: Benyuan Zhang, Xin Jin, Wenyu Liang, Xiaoyu Chen, Zhenhong Li, George Panoutsos, Zepeng Liu, Zezhi Tang
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Electronics
Subjects:
PEMFC
RUL
TabNet
interpretable
PHM
Online Access:https://www.mdpi.com/2079-9292/13/7/1358

Internet

https://www.mdpi.com/2079-9292/13/7/1358

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