Application of Pontryagin's Minimal Principle to the energy management strategy of plugin fuel cell electric vehicles

被引:228
作者
Xu, Liangfei [1 ]
Ouyang, Minggao [1 ]
Li, Jianqiu [1 ]
Yang, Fuyuan [1 ]
Lu, Languang [1 ]
Hua, Jianfeng [1 ]
机构
[1] Tsinghua Univ, Dept Automot Engn, State Key Lab Automot Safety & Energy, Beijing 100084, Peoples R China
关键词
Plug in fuel cell electric vehicle; Optimized energy management; Pontryagin's Minimal Principle; Dynamic Programming; Charge Depleting Charge Sustaining; POWER MANAGEMENT; HYBRID; OPTIMIZATION; PERFORMANCE; OPERATION; MODELS;
D O I
10.1016/j.ijhydene.2013.05.125
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070305 [高分子化学与物理];
摘要
This paper proposes an optimal real-time energy management strategy based on the Pontryagin's Minimal Principle (PMP) targeting at minimizing operation cost for a plug in proton electrolyte membrane (PEM) fuel cell city bus. The Dynamic Programming (DP) and PMP strategies are firstly deduced. Influences of the initial co-state value on the PMP strategy are analyzed. The DP, PMP, Charge Depleting Charge Sustaining (CDCS) and Blended strategies are compared in a simulation model. Results show that, major factors that influent the operation cost are the end value of battery State of Charge (SoC), the SoC trajectory curve, and the distribution of the working points of the fuel cell system. From a statistic viewpoint, the operation cost increases almost linearly with the end value of the SoC with a gradient of 1.41 Yuan.%(-1). Compared with a CDCS strategy, the operation cost can be reduced by 7.2% through taking the DP strategy, and by 5.9% through taking the PMP strategy. The PMP strategy leads to an operation cost that is 1.4% higher than the DP, but it is applicable in the real-time control system. An online energy management strategy based on PMP was set up and applied to an embedded controller. Tests in the 30 "China city bus typical cycles" showed that, the fuel economy was 5.8 kg (100 km)(-1), and the operation cost was 271.3 Yuan (100 km)(-1). Copyright (C) 2013, Hydrogen Energy Publications, LLC. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:10104 / 10115
页数:12
相关论文
共 38 条
[1]
[Anonymous], 2012, 2011 FUEL CELL TECHN
[2]
[Anonymous], 2012, Dynamic Programming and Optimal Control
[3]
[Anonymous], 2007, SAE WORLD C DETR MIC
[4]
Aymeric R, 2000, IEEE CONTR SYST MAG, V20, P38
[5]
A comprehensive overview of hybrid electric vehicle: Powertrain configurations, powertrain control techniques and electronic control units [J].
Bayindir, Kamil Cagatay ;
Gozukucuk, Mehmet Ali ;
Teke, Ahmet .
ENERGY CONVERSION AND MANAGEMENT, 2011, 52 (02) :1305-1313
[6]
Analysis, operation and maintenance of a fuel cell/battery series-hybrid bus for urban transit applications [J].
Bubna, Piyush ;
Brunner, Doug ;
Gangloff, John J., Jr. ;
Advani, Suresh G. ;
Prasad, Ajay K. .
JOURNAL OF POWER SOURCES, 2010, 195 (12) :3939-3949
[7]
Electric vehicles charge forward [J].
Chan, C.C. ;
Wong, Y.S. .
IEEE Power and Energy Magazine, 2004, 2 (06) :24-33
[8]
Delprat S, 2001, P AMER CONTR CONF, P1315, DOI 10.1109/ACC.2001.945905
[9]
Delprat S, 2002, IEEE VTS VEH TECHNOL, P2082, DOI 10.1109/VTC.2002.1002990
[10]
Recent trends in PEM fuel cell-powered hybrid systems: Investigation of application areas, design architectures and energy management approaches [J].
Erdinc, O. ;
Uzunoglu, M. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2010, 14 (09) :2874-2884