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

M. Guemri, Sandra Ulrich Ngueveu, S. Caux, F. Messine
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引用次数: 3

Abstract

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.
一种替代动态规划的混合动力汽车离线能量优化方法
本文主要研究混合动力汽车的能量管理问题。尽管最近对这个问题的研究越来越多。动态规划(DP)虽然需要大量的计算时间,但由于它能得到目前文献中最好的解,因此仍然被认为是一种参考方法。然而,本文描述了两种基于启发式全局优化的算法,它们不仅需要比DP更少的计算时间,而且还能产生更好的解决方案,并且燃料消耗成本显著降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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