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Fuel cell remaining useful life prediction and uncertainty quantification under an automotive profile
2016
IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society
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ACKNOWLEDGMENT This work was supported by the project ANR PROPICE (ANR-12-PRGE-0001) and by the project Labex ACTION (ANR-11-LABX-01-0) both funded by the French National Research Agency. ...
Those electrochemical converters, including the Proton Exchange Membrane Fuel Cell (PEMFC), receive a developing enthusiasm from scientific and industrial groups around the world. ...
Additionally, the operating condition and load profile affects the degradation speed which makes the prediction of the Remaining Useful Life (RUL) challenging [4] . ...
doi:10.1109/iecon.2016.7793300
dblp:conf/iecon/BresselHHB16
fatcat:xvlbjknnb5frfecsnfyzaixmq4
A review on prognostics and health monitoring of proton exchange membrane fuel cell
2017
Renewable & Sustainable Energy Reviews
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This paper presents a review on the current state-of-the-art in prognostics and health monitoring of Proton Exchange Membrane Fuel Cell (PEMFC), aiming at identifying research and development opportunities ...
Prognostics is an emerging technology in sustainability of engineering systems through failure prevention, reliability assessment and remaining useful lifetime estimation. ...
for their financial support for this project. 10 based on the non-conductive materials used for the electrolyte, fuel cells can be classified into alkaline fuel cell (AFC), proton exchange membrane fuel ...
doi:10.1016/j.rser.2016.11.009
fatcat:gmyklm3ikncglbzlnphah4bluy
Low Temperature Polymer Electrolyte Fuel Cell Performance Degradation
2013
Physics and Technical Sciences
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This can be confirmed after analyzing figures 49 and 50. This is notable because it proves that not all of the porous structures of the membrane are negatively affected by the freeze/thaw cycles. ...
G.D.L. micro-structure Another interesting finding was that micro-porous weave that is used to hold the larger carbon chains to the matrix was unaffected by the repeated freeze/thaw cycles. ...
This channel would be enough to increase the ohmic proton exchange resistance of the membrane. ...
doi:10.12966/pts.07.02.2013
fatcat:yst4a6wiljd45b3dhqncigvx5m
Antimony doped tin oxides and their composites with tin pyrophosphates as catalyst supports for oxygen evolution reaction in proton exchange membrane water electrolysis
2012
International journal of hydrogen energy
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The CARISMA conference series is specifically devoted to the challenges in developing fuel cell materials and membrane electrode assemblies for the medium and high temperature range targeted for transport ...
, with an international programme of invited lectures, oral and poster contributions, organized to promote a review of important issues related to materials development and durability for PEMFC systems ...
Úbeda and the financial support through the project CTM2010-18833/TECNO. ...
doi:10.1016/j.ijhydene.2012.09.156
fatcat:ktqtzryedrazvcsmuhjacc66nq
Tungsten carbide promoted Pd and Pd–Co electrocatalysts for formic acid electrooxidation
2012
Journal of Power Sources
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The CARISMA conference series is specifically devoted to the challenges in developing fuel cell materials and membrane electrode assemblies for the medium and high temperature range targeted for transport ...
, with an international programme of invited lectures, oral and poster contributions, organized to promote a review of important issues related to materials development and durability for PEMFC systems ...
Úbeda and the financial support through the project CTM2010-18833/TECNO. ...
doi:10.1016/j.jpowsour.2012.07.032
fatcat:7exbi6qxhrez7hypljbxqsqd4e
PEM Fuel Cell Start-up/Shut-down Losses vs Temperature for Non-Graphitized and Graphitized Cathode Carbon Supports
2016
Journal of the Electrochemical Society
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One of the key figures for the success of proton exchange membrane fuel cells (PEMFCs) in automotive applications is lifetime. ...
In this study, we examine the impact of varying the temperature at which SUSD events take place, both experimentally and by a kinetic model. ...
We would like to thank Patrick Zihrul from the fuel cell research department of Volkswagen AG for fruitful discussions and for reviewing the manuscript. ...
doi:10.1149/2.1061702jes
fatcat:rylovsesqzguthvlul6p2tgj6e
Design of Fuel Cell Systems for Aviation: Representative Mission Profiles and Sensitivity Analyses
2019
Frontiers in Energy Research
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This model allows for subsequent predictions under uncertainty as part of the aircraft design process. ...
If hydrogen is used as an energy carrier, there is no better device than a fuel cell to convert its stored chemical energy. ...
ACKNOWLEDGMENTS The authors would like to acknowledge the discussions with Christopher Winnefeld from the Institute of Electric Power Systems at Leibniz University Hannover. ...
doi:10.3389/fenrg.2019.00035
fatcat:rahijk27bvaltojac675rdytyu
PEM Fuel Cell Start-Up/Shut-Down Losses vs Relative Humidity: The Impact of Water in the Electrode Layer on Carbon Corrosion
2018
Journal of the Electrochemical Society
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For automotive applications, one of the main challenges for proton exchange membrane fuel cells (PEMFCs) is to increase the lifetime of membrane electrode assemblies (MEAs), especially during transient ...
Here we show the significant impact on PEMFC performance by both experiments with 50 cm 2 single-cell PEMFCs and by a simple SUSD model using the RH-dependent kinetics for the carbon oxidation reaction ...
of the various reactions, and ii) the increasing proton conduction resistance of the membrane and the ionomer in the electrode with decreasing RH. ...
doi:10.1149/2.0931816jes
fatcat:slvmf7kd6nhihcassks4fv56em
A Critical Review of Modeling Transport Phenomena in Polymer-Electrolyte Fuel Cells
2014
Journal of the Electrochemical Society
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Polymer-electrolyte fuel cells are a promising energy-conversion technology. ...
In particular, the focus is on multiphase flow, especially in terms of understanding interactions at interfaces, and catalyst layers with a focus on the impacts of ionomer thin-films and multiscale phenomena ...
composed of the proton-exchange membrane (PEM), catalyst layers, and diffusionmedia (DM) backing layers. ...
doi:10.1149/2.0751412jes
fatcat:35c7l6uufrdc7cgepsux53y3sm
An Optimal Fuzzy Logic-Based Energy Management Strategy for a Fuel Cell/Battery Hybrid Power Unmanned Aerial Vehicle
2022
Aerospace (Basel)
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Several different energy management strategies are proposed herein for improving the overall efficiency and fuel economy of fuel cell/battery hybrid electric power systems (HEPS) of UAVs. ...
The results show that the PSO-FL algorithm can further improve fuel economy and achieve superior overall dynamic performance when controlling a UAV's fuel-cell powertrain. ...
The Fuel-Cell Model The characteristics of the Proton Exchange Membrane Fuel Cell (PEMFC) can be seen in Section 2.3. Figure 5 shows the model structure of PEMFC. ...
doi:10.3390/aerospace9020115
fatcat:mfvhpn6apjfg5b22j3p6i53skm
Liquid water saturation and oxygen transport resistance in polymer electrolyte membrane fuel cell gas diffusion layers
2018
Electrochimica Acta
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losses over a range of operating current densities in a polymer electrolyte membrane (PEM) fuel cell. ...
This work also contributes an extensive set of concurrent performance and liquid water visualization data to the PEM fuel cell field that can be used for validating multiphase transport models. iii ...
A coverage factor of 3 (greater than 99 % confidence) was used in this thesis for the quantification of precision uncertainty. ...
doi:10.1016/j.electacta.2018.04.050
fatcat:rgdx5mjufzgaplfjgrxpy2dnzq
Development, characterisation and validation of functionalised polymer-based materials for smart applications
2019
Zenodo
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membranes for fuel cells, and scaffolds for tissue engineering. ...
to meet the requisites of specific durability and service life. ...
The Spanish Ministry of Education, Culture and Sports is thanked for the FPU grant of O. Gil-Castell (FPU13/01916). ...
doi:10.5281/zenodo.4835988
fatcat:ztezbqdverd5nhk7m37rwrcpim
Optimization methods applied to renewable and sustainable energy: A review
2011
Renewable & Sustainable Energy Reviews
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use requires complex design, planning and control optimization methods. ...
This has meant rapid grower in the level of greenhouse gas emissions and the increase in fuel prices, which are the main driving forces behind efforts to utilize renewable energy sources more effectively ...
[205] studied a hybrid power generation system consisting of a photovoltaic array, electrolyser, metal hydride tanks, and proton exchange membrane fuel cells, which has advantages compared to stand-alone ...
doi:10.1016/j.rser.2010.12.008
fatcat:itg2ykeigffx5jl55hn5buqdvu
Machine learning toward advanced energy storage devices and systems
2020
iScience
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, capacitors/supercapacitors, fuel cells, other ESDs) and systems (including battery ESS, hybrid ESS, grid and microgrid-containing energy storage units, pumped-storage system, thermal ESS). ...
This paper reviews recent progresses in this emerging area, especially new concepts, approaches, and applications of machine learning technologies for commonly used energy storage devices (including batteries ...
Acknowledgments The authors gratefully acknowledge the support by the National Science Foundation under Grant No. CNS-1446117 and by LG Chem. ...
doi:10.1016/j.isci.2020.101936
pmid:33458608
pmcid:PMC7797524
fatcat:oemawa46rbevjihjnf7zdc4vmm
Accelerated Stress Testing of Fuel Cell Membranes Subjected to Combined Mechanical/Chemical Stressors and Cerium Migration
2018
Journal of the Electrochemical Society
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Using a 50-cm 2 cell cycled between 0.05 and 1.2 A/cm 2 with a low inlet RH in the co-flow configuration, the HAST creates a distribution of combined mechanical/chemical stressors in the membrane with ...
Conducting HASTs using a current distribution measurement tool and a shorting/crossover diagnostic method to track the state of health of a robust membrane containing both a mechanical support and a chemical ...
Acknowledgments This work was partially supported by U.S Department of Energy, Office of Energy Efficiency and Renewable Energy under grant DE-EE0007651. ...
doi:10.1149/2.0241806jes
fatcat:tkycqwuspney5iaj77cv56unnu
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