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基于马尔可夫决策理论的燃料电池混合动力汽车能量管理策略
An Energy Management Strategy for Fuel Cell Hybrid Electric Vehicle Based on Markov Decision Process
【摘要】 根据道路试验记录的数据建立驾驶员需求功率的马尔可夫模型,利用马尔可夫决策理论获得混合动力汽车的随机能量管理策略。借助燃料电池混合动力汽车控制系统的仿真平台进行仿真计算。北京公交车中速工况的仿真结果表明,与原先的恒电压控制策略相比,随机能量管理策略可以降低燃料消耗。
【Abstract】 A Markov model for driver’s power demands is set up based on road test data,and a stochastic energy management strategy for fuel cell hybrid electric vehicles(FCHEV) is worked out by applying Markov decision theory.A simulation is conducted with a platform for control system of FCHEV.The results of test on a public bus at medium speed in Beijing show that the stochastic energy management strategy is better than the original constant-voltage control in fuel consumption.
【关键词】 燃料电池混合动力汽车;
能量管理策略;
马尔可夫决策;
【Key words】 Fuel cell hybrid electric vehicles; Energy management strategy; Markov decision process;
【Key words】 Fuel cell hybrid electric vehicles; Energy management strategy; Markov decision process;
【基金】 国家“863”项目(2003AA501100);教育部留学回国人员科研启动基金项目资助
- 【文献出处】 汽车工程 ,Automotive Engineering , 编辑部邮箱 ,2006年09期
- 【分类号】U469.7
- 【被引频次】27
- 【下载频次】933