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 …
Real-time cost-minimization power-allocating strategy via model predictive control for fuel cell hybrid electric vehicles
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 …
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 …
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 …
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
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 …
[HTML][HTML] Hybrid fuel cell system degradation modeling methods: A comprehensive review
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 …
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
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 …
A novel long short-term memory networks-based data-driven prognostic strategy for proton exchange membrane fuel cells
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 …
time/cost of the durability tests and is a critical starting point for control/maintenance …