Health management for PEMFC system long-term operation based on optimal temperature trajectory real-time optimization

Q Li, T Su, L Yin, S Xie, Y Tan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
To decelerate the performance degradation of proton exchange membrane fuel cell
(PEMFC) in long-term operation, a health management based on optimal temperature …

[HTML][HTML] Health management review for fuel cells: Focus on action phase

J Zuo, NY Steiner, Z Li, D Hissel - Renewable and Sustainable Energy …, 2024 - Elsevier
Proton exchange membrane fuel cells offer a sustainable solution to electrical power
generation and combined power and heat applications, even if they still encounter durability …

[HTML][HTML] Deep learning-based state-of-health estimation of proton-exchange membrane fuel cells under dynamic operation conditions

Y Zhang, X Tang, S Xu, C Sun - Sensors, 2024 - mdpi.com
Proton-exchange membrane fuel cells (PEMFCs) play a crucial role in the transition to
sustainable energy systems. Accurately estimating the state of health (SOH) of PEMFCs …

Hybrid physics-based and data-driven prognostic for PEM fuel cells considering voltage recovery

H Wu, W Wang, Y Li, W Zhu, C Xie… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Predicting the degradation behaviors is challenging and essential for prognostics and health
management for proton exchange membrane fuel cells (PEMFCs). However, existing …

A health index-based approach for fuel cell lifetime estimation

H Wu, R Zhang, W Zhu, C Xie, Y Li, Y Yang, B Guo… - iScience, 2024 - cell.com
Efficient health indicators (HI) and prediction methods are crucial for assessing the
remaining useful life (RUL) of fuel cells. However, obtaining HI under dynamic conditions …

A universal cost-oriented powertrain component size design scheme using nested framework for fuel cell trucks

B Chen, R Ma, Y Zhou, R Ma, H Bai, W Jiang… - Energy Conversion and …, 2025 - Elsevier
Fuel cell trucks (FCTs) have obtained favors and rapid development due to relatively fixed
route and fewer infrastructure requirements. However, high cost including powertrain capital …

A Fuel Cell Aging Prediction Method Based on Symplectic Geometry Mode Decomposition and Divide-and-Conquer Gated Recurrent Unit

Z Tian, C Ma, R Zhang, D Zhou… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The superposition of aging characteristics in fuel cells is a major cause of inaccurate
predictions. Unlike traditional methods that mix linear and nonlinear aging characteristics …

Charging management of EVs in smart grid for Cost Minimization

KMV Reddy, RGS Babu, S Shwetha… - 2023 IEEE PES …, 2023 - ieeexplore.ieee.org
The schedule for different types of Electric Vehicles (EVs) are established so that charging
operates during off-peak hours and discharging happens during peak hours (off peak …

Multi‐step performance degradation prediction method for proton‐exchange membrane fuel cell stack using 1D convolution layer and CatBoost

Z Zhang, T Dong, X Xu, W Huo, B Zuo… - International Journal of … - Wiley Online Library
The increasing environmental issues such as climate change and air pollution require
energy saving and emission reduction in various fields, such as manufacturing, building …

Remaining useful life prediction of PEMFC based on informer model

Y Liu, Z Kang, Y Shen, Y Shen… - … Conference on Energy …, 2024 - spiedigitallibrary.org
The prediction of the remaining useful life (RUL) of proton exchange membrane fuel cells
(PEMFC) is one of the reasons limiting their large-scale application, and is a key focus of …