A review on lifetime prediction of proton exchange membrane fuel cells system

Z Hua, Z Zheng, E Pahon, MC Péra, F Gao - Journal of Power Sources, 2022 - Elsevier
The proton exchange membrane fuel cells (PEMFC) system is a promising eco-friendly
power converter device in a wide range of applications, especially in the transportation area …

A health management review of proton exchange membrane fuel cell for electric vehicles: Failure mechanisms, diagnosis techniques and mitigation measures

C Zhang, Y Zhang, L Wang, X Deng, Y Liu… - … and Sustainable Energy …, 2023 - Elsevier
Hydrogen-fed proton exchange membrane fuel cell (PEMFC) have been widely explored
and applied as the power units in the electric vehicles. However, their life-span under the …

Real-time cost-minimization power-allocating strategy via model predictive control for fuel cell hybrid electric vehicles

Y Zhou, A Ravey, MC Péra - Energy Conversion and Management, 2021 - Elsevier
Fuel cell electric vehicles are widely deemed as the promising technology in sustainable
transportation field, yet the high ownership cost makes them far from competitive in …

Short-term performance degradation prediction of a commercial vehicle fuel cell system based on CNN and LSTM hybrid neural network

B Sun, X Liu, J Wang, X Wei, H Yuan, H Dai - International Journal of …, 2023 - Elsevier
Short-term performance degradation prediction is significant for fuel cell system control and
health management. This paper presents a hybrid deep learning method by combining the …

Progress in prediction of remaining useful life of hydrogen fuel cells based on deep learning

W He, T Liu, W Ming, Z Li, J Du, X Li, X Guo… - … and Sustainable Energy …, 2024 - Elsevier
Hydrogen fuel cells are promising power sources that directly transform the chemical energy
produced by the chemical reaction of hydrogen and oxygen into electrical energy. However …

Recent progress and challenges of multi-stack fuel cell systems: Fault detection and reconfiguration, energy management strategies, and applications

R Ma, X Chai, R Geng, L Xu, R Xie, Y Zhou… - Energy Conversion and …, 2023 - Elsevier
The fuel cell is a powerful and environmentally friendly power generation device that is
widely used. However, conventional single-stack fuel cell systems (SFCS) may not be able …

Remaining useful life prediction of PEMFC systems under dynamic operating conditions

Z Hua, Z Zheng, E Pahon, MC Péra, F Gao - Energy Conversion and …, 2021 - Elsevier
Abstract The Prognostic and Health Management (PHM) has been developed for more than
two decades. It is capable to anticipate the impending failures and make decisions in …

[HTML][HTML] Hybrid fuel cell system degradation modeling methods: A comprehensive review

L Vichard, NY Steiner, N Zerhouni, D Hissel - Journal of Power Sources, 2021 - Elsevier
Last years, the fuel cell has become well-known as an efficient and clean energy converter
being a potential alternative to internal combustion engines. However, despite being very …

Online extremum seeking-based optimized energy management strategy for hybrid electric tram considering fuel cell degradation

Q Li, T Wang, S Li, W Chen, H Liu, E Breaz, F Gao - Applied Energy, 2021 - Elsevier
In order to realize optimal power distribution between proton exchange membrane fuel cell
and supercapacitor in hybrid electric tram, an online extremum seeking-based optimized …

A novel long short-term memory networks-based data-driven prognostic strategy for proton exchange membrane fuel cells

C Wang, Z Li, R Outbib, M Dou, D Zhao - International Journal of Hydrogen …, 2022 - Elsevier
Proton exchange membrane fuel cell (PEMFC) long-term prognostic facilitates reducing the
time/cost of the durability tests and is a critical starting point for control/maintenance …