Power management optimization of fuel cell/battery hybrid vehicles with experimental validation

被引:86
|
作者
Odeim, Farouk [1 ]
Roes, Juergen [1 ]
Wuelbeck, Lars [1 ]
Heinzel, Angelika [1 ]
机构
[1] Univ Duisburg Essen, Lehrstuhl Energietech, D-47057 Duisburg, Germany
关键词
Fuel cell hybrid vehicle; Power management strategy; Optimization; Pontryagin's minimum principle; Fuzzy control; Experimental validation; ENERGY MANAGEMENT; STRATEGY;
D O I
10.1016/j.jpowsour.2013.12.012
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Fuel cell hybrid vehicles offer a high-efficiency and low-emission substitute for their internal combustion engine counterparts. The hybridization significantly improves the fuel economy of the vehicle; however, exploiting the hybridization requires a well-designed power management strategy that optimally shares the power demand between the power sources. This paper deals with the optimization of power management strategy of a fuel cell/battery hybrid vehicle, both off-line and in real-time. A new formulation of the optimization problem for the real-time strategy is presented. The new approach allows the optimization of the controller over a set of driving cycles at once, which improves the robustness of the designed strategy. The real-time optimization is applied to two forms of real-time controllers: a PI controller based on Pontryagin's Minimum Principle with three parameters and a fuzzy controller with ten parameters. The results show that the PI controller can outperform the fuzzy controller, even though it has fewer parameters. The real-time controllers are designed by simulation and then validated by experiment. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:333 / 343
页数:11
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