DocumentCode :
70443
Title :
Real-Time Control for Air Excess Ratio of a PEM Fuel Cell System
Author :
Ya-Xiong Wang ; Young-Bae Kim
Author_Institution :
Dept. of Mech. Eng., Chonnam Nat. Univ., Gwangju, South Korea
Volume :
19
Issue :
3
fYear :
2014
fDate :
Jun-14
Firstpage :
852
Lastpage :
861
Abstract :
This paper studies the modeling and air flow control for a proton exchange membrane (PEM) fuel cells using model predictive control (MPC). The PEM fuel cell model was constructed using cell current-voltage relationships, including Nernst voltage, activation, ohmic, and concentration voltage loss. A thermal model was also included for PEM fuel cell model to represent the pressure characteristics. The validity of the model was evaluated by determining the model parameters, and its accuracy was verified against the experimental data. To prevent starvation that might occur in the fuel cell hybrid vehicle system, air flow control was utilized using MPC. MATLAB/Simulink model was first constructed to simulate the efficacy of MPC using the linearized model. The validity and performance superiority of the model were then confirmed by comparing them with the proportional-integral control result. To apply the MPC in real-time, a LabVIEW-based experimental rig was constructed, and its efficacy in preventing air starvation was verified.
Keywords :
PI control; flow control; predictive control; proton exchange membrane fuel cells; virtual instrumentation; LabVIEW-based experimental rig; MPC; Nernst voltage; PEM fuel cell system; air excess ratio; air flow control; cell current-voltage relationship; concentration voltage loss; fuel cell hybrid vehicle system; model predictive control; ohmic loss; proportional-integral control; proton exchange membrane fuel cells; real-time control; thermal model; Air flow control; model identification; model predictive control (MPC); proton exchange membrane (PEM) fuel cell model;
fLanguage :
English
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
Publisher :
ieee
ISSN :
1083-4435
Type :
jour
DOI :
10.1109/TMECH.2013.2262054
Filename :
6517930
Link To Document :
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