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 …
Energy management of hybrid electric vehicles: A review of energy optimization of fuel cell hybrid power system based on genetic algorithm
X Lü, Y Wu, J Lian, Y Zhang, C Chen, P Wang… - Energy Conversion and …, 2020 - Elsevier
Under the background of current environmental pollution and serious shortage of fossil
energy, the development of electric vehicles driven by clean new energy is the key to solve …
energy, the development of electric vehicles driven by clean new energy is the key to solve …
State of health estimation of lithium-ion battery based on improved ant lion optimization and support vector regression
The state of health (SOH) estimation plays an important role in kee** the safe and stable
operation of lithium-ion battery management system (BMS). To solve the problem of low …
operation of lithium-ion battery management system (BMS). To solve the problem of low …
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 …
A data-driven digital-twin prognostics method for proton exchange membrane fuel cell remaining useful life prediction
Prognostics and health management of proton exchange membrane fuel cell (PEMFC)
systems have driven increasing research attention in recent years as the durability of …
systems have driven increasing research attention in recent years as the durability of …
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 …
A performance degradation prediction model for PEMFC based on bi-directional long short-term memory and multi-head self-attention mechanism
Proton exchange membrane fuel cell (PEMFC) is a highly promising renewable energy
conversion technology. However, durability issues have hindered their large-scale …
conversion technology. However, durability issues have hindered their large-scale …
Proton exchange membrane fuel cell system prognostics and decision-making: Current status and perspectives
Proton exchange membrane fuel cell (PEMFC), as an attractive alternative power source,
has seen its increasing deployment in both automotive and small stationary applications. To …
has seen its increasing deployment in both automotive and small stationary applications. To …
Performance degradation prediction of proton exchange membrane fuel cell using a hybrid prognostic approach
The proton exchange membrane fuel cell has been widely used for industrial systems;
however, its performance gradually degrades during use. Therefore, the study on the …
however, its performance gradually degrades during use. Therefore, the study on the …
Degradation prediction of proton exchange membrane fuel cell based on grey neural network model and particle swarm optimization
The degradation prediction is an effective tool for the long-lasting operation of the proton
exchange membrane fuel cells (PEMFC). In this paper, a novel grey neural network model …
exchange membrane fuel cells (PEMFC). In this paper, a novel grey neural network model …