Constrained model predictive control of proton exchange membrane fuel cell

被引:23
|
作者
Abdullah, Muhammad [1 ]
Idres, Moumen [1 ]
机构
[1] Int Islamic Univ Malaysia, Dept Mech Engn, Kuala Lumpur 53100, Malaysia
关键词
Compressor choke; Compressor surge; Constrained MPC; Oxygen starvation; PEMFC;
D O I
10.1007/s12206-014-0849-0
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
A constrained model predictive control (MPC) is designed to regulate the air flow rate of proton exchange membrane fuel cell (PEMFC). Oxygen excess ratio, compressor flow rate and supply manifold pressure are constrained to avoid oxygen starvation, surge and choke phenomena. This is achieved by manipulating compressor voltage and stack current. The choice of the manipulated input to satisfy a constraint is investigated. Surge and choke avoidance is successful, when compressor voltage is manipulated. When stack current is utilized to satisfy surge and choke constraints, a large unrealistic current is needed. Oxygen starvation is successfully avoided utilizing stack current, while compressor voltage manipulation fails to prevent oxygen starvation. Thus, a current governor is implemented to handle oxygen starvation, while the compressor voltage is constrained to avoid surge and choke. Quadratic programming optimization, Laguerre and exponential weight function are employed to reduce the computational burden of the controller. The simulation results prove that the proposed controller managed to satisfy all constraints without any conflict.
引用
收藏
页码:3855 / 3862
页数:8
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