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 …
Artificial intelligence and numerical models in hybrid renewable energy systems with fuel cells: Advances and prospects
With the rapid advancement of technology in the energy sector and the demand for
sustainable energy practices, the world is aiming at fostering the hydrogen economy and …
sustainable energy practices, the world is aiming at fostering the hydrogen economy and …
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 …
Deep learning based prognostic framework towards proton exchange membrane fuel cell for automotive application
Currently, the larger-scaled commercialization of fuel cell technology is considerably
impeded by the limited durability of fuel cells. Prognostics and health management (PHM) is …
impeded by the limited durability of fuel cells. Prognostics and health management (PHM) is …
Particle filter-based prognostics: Review, discussion and perspectives
Particle filters are of great concern in a large variety of engineering fields such as robotics,
statistics or automatics. Recently, it has developed among Prognostics and Health …
statistics or automatics. Recently, it has developed among Prognostics and Health …
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 …
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 review on prognostics and health monitoring of proton exchange membrane fuel cell
Fuel cell technology can be traced back to 1839 when British scientist Sir William Grove
discovered that it was possible to generate electricity by the reaction between hydrogen and …
discovered that it was possible to generate electricity by the reaction between hydrogen and …
An adaptive state machine based energy management strategy for a multi-stack fuel cell hybrid electric vehicle
AM Fernandez, M Kandidayeni… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper aims at designing an online energy management strategy (EMS) for a multi-stack
fuel cell hybrid electric vehicle (FCHEV) to enhance the fuel economy as well as the fuel cell …
fuel cell hybrid electric vehicle (FCHEV) to enhance the fuel economy as well as the fuel cell …
Remaining useful life prediction of PEMFC systems based on the multi-input echo state network
The limited durability is one of the key barriers of Proton Exchange Membrane Fuel Cell
(PEMFC) to large-scale commercial applications. The data-driven prognostic method aims to …
(PEMFC) to large-scale commercial applications. The data-driven prognostic method aims to …