Optimal economy-based battery degradation management dynamics for fuel-cell plug-in hybrid electric vehicles

被引:50
作者
Martel, Francois [1 ,2 ]
Kelouwani, Sousso [1 ,3 ]
Dube, Yves [1 ,3 ]
Agbossou, Kodjo [1 ,2 ]
机构
[1] Univ Quebec Trois Rivieres, Hydrogen Res Inst, Trois Rivieres, PQ G9A 5H7, Canada
[2] Univ Quebec Trois Rivieres, Dept Elect Engn, Trois Rivieres, PQ G9A 5H7, Canada
[3] Univ Quebec Trois Rivieres, Dept Mech Engn, Trois Rivieres, PQ G9A 5H7, Canada
关键词
Batteries; Battery degradation; Electric vehicles; Optimal control; Dynamic programming; Energy management; LEAD-ACID-BATTERIES; POWER MANAGEMENT; AGING MECHANISMS; ENERGY; PREDICTION; COST; LI; OPTIMIZATION; PERFORMANCE; LIFETIME;
D O I
10.1016/j.jpowsour.2014.10.011
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
This work analyses the economical dynamics of an optimized battery degradation management strategy intended for plug-in hybrid electric vehicles (PHEVs) with consideration given to low-cost technologies, such as lead-acid batteries. The optimal management algorithm described herein is based on discrete dynamic programming theory (DDP) and was designed for the purpose of PHEV battery degradation management; its operation relies on simulation models using data obtained experimentally on a physical PHEV platform. These tools are first used to define an optimal management strategy according to the economical weights of PHEV battery degradation and the secondary energy carriers spent to manage its deleterious effects. We then conduct a sensitivity study of the proposed optimization process to the fluctuating economic parameters associated with the fuel and energy costs involved in the degradation management process. Results demonstrate the influence of each parameter on the process's response, including daily total operating costs and expected battery lifetime, as well as establish boundaries for useful application of the method; in addition, they provide a case for the relevance of inexpensive battery technologies, such as lead-acid batteries, for economy-centric PHEV applications where battery degradation is a major concern. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:367 / 381
页数:15
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