High performance membrane-electrode assembly based on a surface-modified membrane

2007 ◽  
Vol 167 (1) ◽  
pp. 74-78 ◽  
Author(s):  
Sangil Han ◽  
Jang Woo Lee ◽  
Chan Kwak ◽  
Geun Seok Chai ◽  
In Hyuk Son ◽  
...  
Keyword(s):  
High Performance ◽  
Membrane Electrode Assembly ◽  
Membrane Electrode ◽  
Modified Membrane ◽  
Surface Modified

High Performance Membrane Electrode Assembly Fabricated by Ultrasonic Spray Technique

2019 ◽  
Vol 41 (1) ◽  
pp. 901-907 ◽  
Author(s):  
Xinyu Huang ◽  
William A. Rigdon ◽  
Jay Neutzler ◽  
Diana Larrabee ◽  
Joshua Sightler
Keyword(s):  
High Performance ◽  
Membrane Electrode Assembly ◽  
Membrane Electrode ◽  
Ultrasonic Spray ◽  
Spray Technique

Development of high-performance membrane-electrode assembly in unitized regenerative fuel cells

2019 ◽  
Vol 80 ◽  
pp. 527-534 ◽  
Author(s):  
Ji Eun Park ◽  
Mohanraju Karuppannan ◽  
Oh Joong Kwon ◽  
Yong-Hun Cho ◽  
Yung-Eun Sung
Keyword(s):  
Fuel Cells ◽  
High Performance ◽  
Membrane Electrode Assembly ◽  
Membrane Electrode

Applying machine learning to boost the development of high-performance membrane electrode assembly for proton exchange membrane fuel cells

2021 ◽  
Author(s):  
Rui Ding ◽  
Yiqin Ding ◽  
Hongyu Zhang ◽  
Ran Wang ◽  
Zihan Xu ◽  
...  
Keyword(s):  
Machine Learning ◽  
High Performance ◽  
Proton Exchange Membrane ◽  
Membrane Electrode Assembly ◽  
Proton Exchange ◽  
Membrane Electrode ◽  
Decision Modeling ◽  
Selection Decision ◽  
Set Up ◽  
Exchange Membrane

A comprehensive machine learning workflow consisting of feature selection, decision modeling, regression modeling, and extremum optimization was set up to give predictions based on big-data, bringing revolutionary changes to labor-intensive fields.

scholarly journals PREPARATION OF MEMBRANE ELECTRODE ASSEMBLY FOR HIGH PERFORMANCE OF FORMIC ACID FUEL CELL

2016 ◽  
Vol 20 (3) ◽  
pp. 678-686 ◽  
Author(s):  
Norraihanah Mohamed Aslam ◽  
Mohd Shahbudin Masdar ◽  
Siti Kartom Kamarudin
Keyword(s):  
Fuel Cell ◽  
Formic Acid ◽  
High Performance ◽  
Membrane Electrode Assembly ◽  
Membrane Electrode
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