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A Study on How to Utilize Hilly Road Information in Equivalent Consumption Minimization Strategy of FCHEVs

机译:FCHEVs的等效消费最小化策略中如何利用丘陵道路信息的研究。

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摘要

This paper presents an adaptation method of equivalent factor in equivalent consumption minimization strategy (ECMS) of fuel cell hybrid electric vehicle (FCHEV) using hilly road information. Instantaneous optimization approach such as ECMS is one of real-time controllers. Furthermore, it is widely accepted that ECMS achieves near-optimum results with the selection of the appropriate equivalent factor. However, a lack of hilly road information no longer guarantees near-optimum results as well as charge-sustaining of ECMS under hilly road conditions. In this paper, first, an optimal control problem is formulated to derive ECMS analytical solution based on simplified models. Then, we proposed updating method of equivalent factor based on sensitivity analysis. The proposed method tries to mimic the globally optimal equivalent factor trajectory extracted from dynamic programming solutions. Finally, simulations for various hilly roads are carried out for validation of the proposed adaptation method of equivalent factor. Results show that the proposed method generates similar equivalent factor trajectory with globally optimal equivalent factor trajectory in the specific drive condition. In conclusion, if future vehicle velocity can be assumed as average velocity such as highway driving mode, the proposed method using hilly road information is very effective in near-optimum results as well as charge-sustaining.
机译:本文提出了一种利用丘陵道路信息对燃料电池混合动力汽车(FCHEV)的等效消耗最小化策略(ECMS)进行等效因子自适应的方法。瞬时优化方法(例如ECMS)是实时控制器之一。此外,人们普遍认为,通过选择适当的等效因子,ECMS可获得接近最佳的结果。但是,缺少丘陵道路信息不再能保证在丘陵道路条件下接近最佳结果以及ECMS的费用维持。在本文中,首先,基于简化模型,提出了一个最优控制问题,以导出ECMS分析解决方案。然后,提出了基于敏感性分析的等效因子更新方法。所提出的方法试图模仿从动态规划解决方案中提取的全局最优等效因子轨迹。最后,对各种丘陵公路进行了仿真,以验证所提出的等效因子自适应方法。结果表明,所提出的方法在特定的驱动条件下产生了具有全局最优等效因子轨迹的相似等效因子轨迹。总之,如果可以将未来的车速假定为平均速度,例如高速公路驾驶模式,则所提出的使用丘陵道路信息的方法在接近最佳结果以及保持电荷方面非常有效。

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