Machine Learning Applications of Two-Phase Flow Data in Polymer Electrolyte Fuel Cell Reactant Channels

AI-based optimization of PEM fuel cell catalyst layers for maximum power density via data-driven surrogate modeling

(2020) Bowen Wang et al.   ENERGY CONVERSION AND MANAGEMENT

A Discussion About Two-Phase Flow Pressure Drop in Proton Exchange Membrane Fuel Cells

(2019) Mehdi Mortazavi et al.   HEAT TRANSFER ENGINEERING

Hydrogen fuel cell diagnostics using random forest and enhanced feature selection

(2019) Rong-Heng Lin et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Sharp interface approaches and deep learning techniques for multiphase flows

(2018) Frederic Gibou et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Investigation of the performance improvement in decreasing aspect ratio interdigitated flow field PEMFCs

(2017) Nathanial J. Cooper et al.   ENERGY CONVERSION AND MANAGEMENT

Online implementation of SVM based fault diagnosis strategy for PEMFC systems

(2016) Zhongliang Li et al.   APPLIED ENERGY

Experimental optimization of parallel and interdigitated PEMFC flow-field channel geometry

(2016) Nathanial J. Cooper et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Theory and practice of flow field designs for fuel cell scaling-up: A critical review

(2015) Junye Wang   APPLIED ENERGY

Probing water distribution in compressed fuel-cell gas-diffusion layers using X-ray computed tomography

(2015) Iryna V. Zenyuk et al.   ELECTROCHEMISTRY COMMUNICATIONS

Using statistical learning to close two-fluid multiphase flow equations for a simple bubbly system

(2015) Ming Ma et al.   PHYSICS OF FLUIDS

Two-phase flow pressure drop in flow channels of proton exchange membrane fuel cells: Review of experimental approaches

(2015) Mehdi Mortazavi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Liquid-Water Interactions with Gas-Diffusion-Layer Surfaces

(2014) Anthony D. Santamaria et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Performance and cycling of the iron-ion/hydrogen redox flow cell with various catholyte salts

(2013) Michael C. Tucker et al.   JOURNAL OF APPLIED ELECTROCHEMISTRY

3D neutron tomography of a polymer electrolyte membrane fuel cell under sub-zero conditions

(2012) Anthony Santamaria et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Experimental investigation of the effect of channel length on performance and water accumulation in a PEMFC parallel flow field

(2012) John Bachman et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Droplet dynamics in a polymer electrolyte fuel cell gas flow channel: Forces, deformation, and detachment. I: Theoretical and numerical analyses

(2012) Sung Chan Cho et al.   JOURNAL OF POWER SOURCES

Liquid-Water-Droplet Adhesion-Force Measurements on Fresh and Aged Fuel-Cell Gas-Diffusion Layers

(2012) Prodip K. Das et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

High Performance Hydrogen/Bromine Redox Flow Battery for Grid-Scale Energy Storage

(2012) Kyu Taek Cho et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Quantification of water in hydrophobic and hydrophilic flow channels subjected to gas purging via neutron imaging

(2011) Hong-Yue Tang et al.   JOURNAL OF POWER SOURCES

Developing a 3D neutron tomography method for proton exchange membrane fuel cells

(2010) Hong-Yue Tang et al.   JOURNAL OF POWER SOURCES

Impact of channel wall hydrophobicity on through-plane water distribution and flooding behavior in a polymer electrolyte fuel cell

(2009) Ahmet Turhan et al.   ELECTROCHIMICA ACTA

Liquid water visualization in PEM fuel cells: A review

(2009) A. Bazylak   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Visualization and quantification of cathode channel flooding in PEM fuel cells

(2008) Irfan S. Hussaini et al.   JOURNAL OF POWER SOURCES

A review of water flooding issues in the proton exchange membrane fuel cell

(2007) Hui Li et al.   JOURNAL OF POWER SOURCES