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基于猴群算法的混合动力汽车能量管理策略
引用本文:申彩英,高 韬.基于猴群算法的混合动力汽车能量管理策略[J].计算机工程与应用,2014,50(14):9-13.
作者姓名:申彩英  高 韬
作者单位:1.辽宁工业大学 汽车与交通工程学院,辽宁 锦州 121001 2.华北电力大学 自动化系,河北 保定 071003
摘    要:混合动力汽车通常由两种不同的动力源驱动,对于驾驶员需求,如何分配动力源的输出,使得整个循环的耗油量达到最小是混合动力系统控制表示法需要解决的问题。实际汽车中各部件模型是非线性的,而且受到约束,结合猴群算法理论,提出了基于猴群算法的能量管理策略。对505及NEDC等标准工况进行了仿真,结果表明,猴群算法用很小的猴群就可以很快收敛到全局最优解,寻优能力强,可以实现低油耗。

关 键 词:系统工程  全局最优解  猴群算法  混合动力汽车  能量管理  

Study on energy management strategy of hybrid electric vehicle based on monkey algorithm
SHEN Caiying,GAO Tao.Study on energy management strategy of hybrid electric vehicle based on monkey algorithm[J].Computer Engineering and Applications,2014,50(14):9-13.
Authors:SHEN Caiying  GAO Tao
Affiliation:1.College of Automobile and Transportation, Liaoning University of Technology, Jinzhou, Liaoning 121001, China 2.Department of Automation, North China Electric Power University, Baoding, Hebei 071003, China
Abstract:Hybrid Electric Vehicles(HEV) are usually powered by two different energy sources. It is important to split the instantaneous power between the two energy sources in order to minimize fuel consumption, while the vehicle performs a given driving cycle. Mathematical models of vehicle are nonlinear and under restraint in practice, in combination with theory of Monkey Algorithm(MA), energy management strategy based on MA is presented. Simulation results demonstrate that MA has a good global search capability and can get the optimum solution quickly with small population size. Thus it can realize low fuel consumption.
Keywords:systems?engineering  global optimal solution  monkey algorithm  hybrid electric vehicle  energy management  
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