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A better alternative to dynamic programming for offline energy optimization in hybrid-electric vehicles

机译:动态规划的更好替代方案,用于混合动力汽车的离线能量优化

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摘要

This article focusses on the well-known problem of energy management for hybrid-electric vehicles. Although researches on this problem have recently intensified. Dynamic programming (DP) is still considered as the reference method because it obtains the best solutions of the literature so far, even though it requires a significant computational time. This article however, describes two heuristic-global-optimization-based algorithms that not only require less computational time than DP, but also produce better solutions, with significantly lower fuel consumption cost.
机译:本文重点介绍混合动力汽车的能源管理的众所周知的问题。尽管最近对该问题进行了研究。动态编程(DP)仍被视为参考方法,因为它到目前为止已获得了文献中的最佳解决方案,尽管它需要大量的计算时间。但是,本文介绍了两种基于启发式全局优化的算法,这些算法不仅比DP需要更少的计算时间,而且还可以产生更好的解决方案,并显着降低燃料消耗成本。

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