Fault diagnosis of proton exchange membrane fuel cell system of tram based on information fusion and deep learning

2021 ◽  
Author(s):  
Xuexia Zhang ◽  
Xueqing Guo
Keyword(s):  
Deep Learning ◽  
Fuel Cell ◽  
Fault Diagnosis ◽  
Information Fusion ◽  
Proton Exchange Membrane ◽  
Cell System ◽  
Proton Exchange ◽  
Fuel Cell System ◽  
Exchange Membrane

Fault diagnosis methods for Proton Exchange Membrane Fuel Cell system

2017 ◽  
Vol 42 (2) ◽  
pp. 1534-1543 ◽  
Author(s):  
A. Benmouna ◽  
M. Becherif ◽  
D. Depernet ◽  
F. Gustin ◽  
H.S. Ramadan ◽  
...  
Keyword(s):  
Fuel Cell ◽  
Fault Diagnosis ◽  
Proton Exchange Membrane ◽  
Cell System ◽  
Proton Exchange ◽  
Fuel Cell System ◽  
Exchange Membrane

A Review on Water Fault Diagnosis of Proton Exchange Membrane Fuel Cell System

2021 ◽  
pp. 1-31
Author(s):  
Tiancai Ma ◽  
Zhaoli Zhang ◽  
Weikang Lin ◽  
Yanbo Yang ◽  
Naiyuan Yao
Keyword(s):  
Water Management ◽  
Fuel Cell ◽  
Fault Diagnosis ◽  
Water Content ◽  
Large Scale ◽  
Proton Exchange Membrane ◽  
Cell System ◽  
Proton Exchange ◽  
Fuel Cell System ◽  
Exchange Membrane

Abstract Reliability and durability are the main factors that hinder the large scale commercialization of proton exchange membrane fuel cell. Water management is the key to solve such problems, and water content is the measurement standard of water management. But it is very difficult to measure water content inside the fuel cell directly. Thus, water fault diagnosis is a basic and hots technology to monitor the water content indirectly based on the measurable parameters. In this paper, the water fault diagnosis of the proton exchange membrane fuel cell system has been summarized in four sections including the analytical model method, knowledge based method, signal processing method and electrochemical method from practical application, and part of them is from the perspective of vehicle application.

Thermodynamic, exergetic, and thermoeconomic analyses of a 1-kW proton exchange membrane fuel cell system fueled by natural gas

Energy ◽  
2020 ◽  
pp. 119362
Author(s):  
Seok-Ho Seo ◽  
Si-Doek Oh ◽  
Jinwon Park ◽  
Hwanyeong Oh ◽  
Yoon-Young Choi ◽  
...  
Keyword(s):  
Fuel Cell ◽  
Natural Gas ◽  
Proton Exchange Membrane ◽  
Cell System ◽  
Proton Exchange ◽  
Fuel Cell System ◽  
Exchange Membrane

Theoretical Analysis on the Autothermal Reforming Process of Ethanol as Fuel for a Proton Exchange Membrane Fuel Cell System

2006 ◽  
Vol 4 (4) ◽  
pp. 468-473 ◽  
Author(s):  
Alessandra Perna
Keyword(s):  
Fuel Cell ◽  
Proton Exchange Membrane ◽  
Pem Fuel Cell ◽  
Cell System ◽  
Autothermal Reforming ◽  
Proton Exchange ◽  
Operating Conditions ◽  
Hydrogen Yield ◽  
Fuel Cell System ◽  
Exchange Membrane

The purpose of this work is to investigate, by a thermodynamic analysis, the effects of the process variables on the performance of an autothermal reforming (ATR)-based fuel processor, operating on ethanol as fuel, integrated into an overall proton exchange membrane (PEM) fuel cell system. This analysis has been carried out finding the better operating conditions to maximize hydrogen yield and to minimize CO carbon monoxide production. In order to evaluate the overall efficiency of the system, PEM fuel cell operations have been analyzed by an available parametric model.

Residential Experience with Proton Exchange Membrane Fuel Cell Systems for Combined Heat and Power

2005 ◽  
Vol 2 (4) ◽  
pp. 263-267 ◽  
Author(s):  
Darrell D. Massie ◽  
Daisie D. Boettner ◽  
Cheryl A. Massie
Keyword(s):  
Fuel Cell ◽  
Natural Gas ◽  
Heat Recovery ◽  
Proton Exchange Membrane ◽  
Waste Heat ◽  
Cell System ◽  
Proton Exchange ◽  
Fuel Cell System ◽  
Cell Systems ◽  
Exchange Membrane

As part of a one-year Department of Defense demonstration project, proton exchange membrane fuel cell systems have been installed at three residences to provide electrical power and waste heat for domestic hot water and space heating. The 5kW capacity fuel cells operate on reformed natural gas. These systems operate at preset levels providing power to the residence and to the utility grid. During grid outages, the residential power source is disconnected from the grid and the fuel cell system operates in standby mode to provide power to critical loads in the residence. This paper describes lessons learned from installation and operation of these fuel cell systems in existing residences. Issues associated with installation of a fuel cell system for combined heat and power focus primarily on fuel cell siting, plumbing external to the fuel cell unit required to support heat recovery, and line connections between the fuel cell unit and the home interior for natural gas, water, electricity, and communications. Operational considerations of the fuel cell system are linked to heat recovery system design and conditions required for adequate flow of natural gas, air, water, and system communications. Based on actual experience with these systems in a residential setting, proper system design, component installation, and sustainment of required flows are essential for the fuel cell system to provide reliable power and waste heat.

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