Optimal Equivalent Fuel Consumption for Hybrid Electric Vehicles

被引:123
|
作者
Kim, Namwook
Cha, Suk Won
Peng, Huei
机构
基金
新加坡国家研究基金会;
关键词
Dynamic programming; hybrid vehicle control; optimal control; pontryagin maximum principle; MANAGEMENT STRATEGY; ENERGY MANAGEMENT; POWER-SPLIT; ECMS;
D O I
10.1109/TCST.2011.2123099
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this brief, we show that using Pontryagin's minimum principle (PMP) can be a good alternative which achieves near-optimal solutions when the future driving schedule can be known in real-time. The control concept can be solved forward in time when a constant costate value is decided. The constant costate can be interpreted as an equivalent ratio linking fuel usage and electric energy consumption. If the fuel economy is the only objective function to minimize, the control concept based on PMP is near global optimal when the final SOC is close to a desired value. In this brief, a method to calculate the proper costate to sustain the SOC within a reasonable range is suggested. In this method, two parameters, SOCeff and P-mean, which depend on the driving patterns, are used to link the driving cycle to the optimal costate. Simulation results show that we can achieve near optimal control, in which 86% of final SOC values stay within +/- 4% of the desired final value for tested city driving schedules.
引用
收藏
页码:817 / 825
页数:9
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