Research graph
References from Data-based flooding fault diagnosis of proton exchange membrane fuel cell systems using LSTM networks. Local targets link to admitted publications; unresolved targets remain external evidence.
Visualization of water transport in a transparent PEMFC
10.1016/j.ijhydene.2011.02.081 · 2012 · External reference
Model-based diagnosis for proton exchange membrane fuel cells
10.1016/j.matcom.2010.02.006 · 2010 · External reference
Liquid water distribution patterns featuring back-diffusion transport in a PEM fuel cell with neutron imaging
10.1016/j.ijhydene.2014.08.042 · 2014 · External reference
Water activities of polymeric membrane/water systems in fuel cells
10.1016/j.jpowsour.2006.01.008 · 2006 · External reference
A review of water flooding issues in the proton exchange membrane fuel cell
10.1016/j.jpowsour.2007.12.068 · 2008 · External reference
A review on model-based diagnosis methodologies for PEMFCs
10.1016/j.ijhydene.2013.03.106 · 2013 · External reference
A double-fuzzy diagnostic methodology dedicated to online fault diagnosis of proton exchange membrane fuel cell stacks
10.1016/j.jpowsour.2014.07.157 · 2014 · External reference
Fuzzy logic and passivity-based controller applied to electric vehicle using fuel cell and supercapacitors hybrid source
10.1016/j.egypro.2014.06.076 · 2014 · External reference
Proton exchange membrane fuel cell degradation prediction based on adaptive neuro-fuzzy inference systems
10.1016/j.ijhydene.2014.05.005 · 2014 · External reference
Water slug formation and motion in gas flow channels: the effects of geometry, surface wettability, and gravity
10.1021/la4011967 · 2013 · External reference
Water flooding and pressure drop characteristics in flow channels of proton exchange membrane fuel cells
10.1016/j.electacta.2006.10.030 · 2007 · External reference
Experimental investigation of two-phase flow pressure drop transients in polymer electrolyte membrane fuel cell reactant channels and their impact on the cell performance
10.1016/j.jpowsour.2014.05.123 · 2014 · External reference
Experimental validation of two-phase pressure drop multiplier as a diagnostic tool for characterizing PEM fuel cell performance
10.1016/j.ijhydene.2014.08.118 · 2014 · External reference
A critical review of two-phase flow in gas flow channels of proton exchange membrane fuel cells
10.1016/j.jpowsour.2009.12.123 · 2010 · External reference
Hydrogen pressure drop characteristics in a fuel cell stack
10.1016/j.ijhydene.2005.08.008 · 2006 · External reference
Implementation of discrete wavelet transform-based discrimination and state-of-health diagnosis for a polymer electrolyte membrane fuel cell
10.1016/j.ijhydene.2014.04.205 · 2014 · External reference
Data-driven diagnosis of PEM fuel cell: a comparative study
2014 · External reference
Diagnosis for PEMFC systems: a data- d riven approach with the capabilities of online adaptation and novel fault detection
10.1109/tie.2015.2418324 · 2015 · External reference
Online adaptive water management fault diagnosis of PEMFC based on orthogonal linear discriminant analysis and relevance vector machine
10.1016/j.ijhydene.2019.12.193 · 2020 · External reference
Data-based line trip fault prediction in power systems using LSTM networks and SVM
2017 · External reference
Earthquake prediction based on spatio-temporal data mining: an LSTM network approach
2017 · External reference
A multichannel LSTM-CNN method for fault diagnosis of chemical process
2019 · External reference
Energy efficiency improvements by investigating the water flooding management on proton exchange membrane fuel cell (PEMFC)
10.1016/j.energy.2019.04.074 · 2019 · External reference
A review on water balance in the membrane electrode assembly of proton exchange membrane fuel cells
2009 · External reference
The water content dependence of electro-osmotic drag in proton-conducting polymer electrolytes
1995 · External reference
An experimental investigation of electro-osmotic drag coefficients in a polymer electrolyte membrane fuel cell
2008 · External reference
Electro-osmotic drag coefficient and proton conductivity in Nafion® membrane for PEMFC
10.1016/j.ijhydene.2009.09.013 · 2010 · External reference
Polymer electrolyte fuel cell model
10.1149/1.2085971 · 1991 · External reference
Diffusion and interfacial transport of water in Nafion
10.1021/jp1112125 · 2011 · External reference
Water permeation through nafion Membranes: the role of water activity
10.1021/jp804197x · 2008 · External reference
Investigation of temperature-driven water transport in polymer electrolyte fuel cell: thermo-osmosis in membranes
10.1016/j.memsci.2008.11.043 · 2009 · External reference
Effect of water content in the gas diffusion layer of H2/O2 PEM fuel cell
2016 · External reference
Visualization and quantification of cathode channel flooding in pem fuel cells
10.1016/j.jpowsour.2008.11.030 · 2009 · External reference
Pressure drop on water accumulation distribution for a micro PEM fuel cell with different flow field plates
10.1016/j.ijheatmasstransfer.2009.07.010 · 2009 · External reference
10.1007/978-3-642-24797-2
10.1007/978-3-642-24797-2 · External reference
