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

被引:0
|
作者
Guemri, Mouloud [1 ,2 ]
Caux, Stephane [1 ,2 ]
Ngueveu, Sandra Ulrich [3 ,4 ,5 ]
Messine, Frederic [6 ]
机构
[1] UPS, INPT, UMR CNRS 5213, LAPLACE, F-31071 Toulouse, France
[2] Univ Toulouse, INP, F-31400 Toulouse, France
[3] CNRS, F-31077 Toulouse 4, France
[4] LAAS, F-31077 Toulouse 4, France
[5] Univ Toulouse, INP, LAAS, F-31400 Toulouse, France
[6] ENSEEIHT IRIT, UMR CNRS 5055, F-31000 Toulouse, France
关键词
Hybrid-Electric Vehicles; Heuristics; Lower Bound; Global Optimization; SUPERVISORY CONTROL; STRATEGIES;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
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.
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页数:2
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