Optimal Control of Hybrid Electric Vehicles Based on Pontryagin's Minimum Principle

被引:656
作者
Kim, Namwook [1 ,2 ]
Cha, Sukwon [1 ]
Peng, Huei [3 ]
机构
[1] Seoul Natl Univ, Sch Mech & Aerosp Engn, Seoul 151744, South Korea
[2] Argonne Natl Lab, Transportat Technol R&D Ctr, Argonne, IL 60439 USA
[3] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
关键词
Cost optimal control; dynamic programming (DP); fuel optimal control; Pontryagin maximum principle; road vehicle control; POWER-SPLIT; OPTIMAL OPERATION; OPTIMIZATION; MANAGEMENT; STRATEGY;
D O I
10.1109/TCST.2010.2061232
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A number of strategies for the power management of hybrid electric vehicles (HEVs) are proposed in the literature. A key challenge is to achieve near-optimality while keeping the methodology simple. The Pontryagin's minimum principle (PMP) is suggested as a viable real-time strategy. In this brief, the global optimality of the principle under reasonable assumptions is described from a mathematical viewpoint. Instantaneous optimal control with an appropriate equivalent parameter for battery usage is shown to be possibly a global optimal solution under the assumption that the internal resistance and open-circuit voltage of a battery are independent of the state-of-charge (SOC). This brief also demonstrates that the optimality of the equivalent consumption minimization strategy (ECMS) results from the close relation of ECMS to the optimal-control-theoretic concept of PMP. In static simulation for a power-split hybrid vehicle, the fuel economy of the vehicle using the control algorithm proposed in this brief is found to be very close-typically within 1%-to the fuel economy through global optimal control that is based on dynamic programming (DP).
引用
收藏
页码:1279 / 1287
页数:9
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