A review on lifetime prediction of proton exchange membrane fuel cells system
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 …
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 …
and applied as the power units in the electric vehicles. However, their life-span under the …
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 …
health management. This paper presents a hybrid deep learning method by combining the …
Remaining useful life prediction of PEMFC based on long short-term memory recurrent neural networks
J Liu, Q Li, W Chen, Y Yan, Y Qiu, T Cao - International Journal of …, 2019 - Elsevier
To solve the prediction problem of proton exchange membrane fuel cell (PEMFC) remaining
useful life (RUL), a novel RUL prediction approach of PEMFC based on long short-term …
useful life (RUL), a novel RUL prediction approach of PEMFC based on long short-term …
Prognostics methods and degradation indexes of proton exchange membrane fuel cells: A review
Prognostics is a promising solution to the short lifetime and high-cost bottlenecks of proton
exchange membrane fuel cells (PEMFCs). The advances of PEMFCs prognostics research …
exchange membrane fuel cells (PEMFCs). The advances of PEMFCs prognostics research …
Recent progress and challenges of multi-stack fuel cell systems: Fault detection and reconfiguration, energy management strategies, and applications
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 …
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
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 …
two decades. It is capable to anticipate the impending failures and make decisions in …
A generalized remaining useful life prediction method for complex systems based on composite health indicator
As one of the key techniques in Prognostics and Health Management (PHM), accurate
Remaining Useful Life (RUL) prediction can effectively reduce the number of downtime …
Remaining Useful Life (RUL) prediction can effectively reduce the number of downtime …
Online extremum seeking-based optimized energy management strategy for hybrid electric tram considering fuel cell degradation
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 …
and supercapacitor in hybrid electric tram, an online extremum seeking-based optimized …
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 …
(PEMFC) in long-term operation, a health management based on optimal temperature …