Fault diagnosis of thermal management system in a polymer electrolyte membrane fuel cell

Energy ◽  
2021 ◽  
Vol 214 ◽  
pp. 119062
Author(s):  
Jin Young Park ◽  
In Seop Lim ◽  
Eun Jung Choi ◽  
Min Soo Kim
Keyword(s):  
Fuel Cell ◽  
Fault Diagnosis ◽  
Polymer Electrolyte ◽  
Thermal Management ◽  
Management System ◽  
Polymer Electrolyte Membrane ◽  
Electrolyte Membrane ◽  
Thermal Management System

Simulation of an innovative polymer electrolyte membrane fuel cell design for self-control thermal management

2013 ◽  
Vol 38 (20) ◽  
pp. 8422-8436 ◽  
Author(s):  
Alex Bates ◽  
Sunwook Hwang ◽  
Santanu Mukherjee ◽  
Sang C. Lee ◽  
Osung Kwon ◽  
...  
Keyword(s):  
Fuel Cell ◽  
Polymer Electrolyte ◽  
Thermal Management ◽  
Polymer Electrolyte Membrane ◽  
Self Control ◽  
Cell Design ◽  
Electrolyte Membrane

scholarly journals Effect of Sensor Set Size on Polymer Electrolyte Membrane Fuel Cell Fault Diagnosis

Sensors ◽  
2018 ◽  
Vol 18 (9) ◽  
pp. 2777 ◽  
Author(s):  
Lei Mao ◽  
Lisa Jackson
Keyword(s):  
Fuel Cell ◽  
Fault Diagnosis ◽  
Polymer Electrolyte ◽  
Polymer Electrolyte Membrane ◽  
Principal Component ◽  
Cell Voltage ◽  
Pem Fuel Cell ◽  
Cell System ◽  
Kernel Principal Component Analysis ◽  
Electrolyte Membrane

This paper presents a comparative study on the performance of different sizes of sensor sets on polymer electrolyte membrane (PEM) fuel cell fault diagnosis. The effectiveness of three sizes of sensor sets, including fuel cell voltage only, all the available sensors, and selected optimal sensors in detecting and isolating fuel cell faults (e.g., cell flooding and membrane dehydration) are investigated using the test data from a PEM fuel cell system. Wavelet packet transform and kernel principal component analysis are employed to reduce the dimensions of the dataset and extract features for state classification. Results demonstrate that the selected optimal sensors can provide the best diagnostic performance, where different fuel cell faults can be detected and isolated with good quality.

A novel method for polymer electrolyte membrane fuel cell fault diagnosis using 2D data

2021 ◽  
Vol 482 ◽  
pp. 228894
Author(s):  
Zhongyong Liu ◽  
Mengliu Pei ◽  
Qingbo He ◽  
Qiang Wu ◽  
Lisa Jackson ◽  
...  
Keyword(s):  
Fuel Cell ◽  
Fault Diagnosis ◽  
Polymer Electrolyte ◽  
Polymer Electrolyte Membrane ◽  
Electrolyte Membrane ◽  
Novel Method ◽  
2D Data
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