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混合动力汽车电池寿命预测及能量控制管理策略
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武旭东1, 王靖岳1,2, 薛春伟1, 郑珺文1, 雷虎1, 王军年2
作者信息
    1. 沈阳理工大学汽车与交通学院, 沈阳 110159;
    2. 吉林大学汽车仿真与控制国家重点实验室, 长春 130025

通讯作者:

王靖岳(通信作者),教授,研究方向为车辆系统动力学与控制,电子信箱:abswell@126.com
Review of battery life prediction and energy control management strategies for hybrid electric vehicles
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出版时间: 2024-01-28 doi: 10.3981/j.issn.1000-7857.2024.02.008
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针对混合动力汽车电池寿命预测及能量管理,分析了锂离子电池工作原理及影响寿命的因素,综述了不同锂离子电池剩余寿命预测方法的研究状况,并讨论了各种方法的优缺点;依据混合动力汽车工作模式简要说明能量控制策略工作机理,分别论述了基于规则、基于优化及基于人工智能等能量控制管理策略的发展现状,讨论了考虑电池寿命的控制策略对整车经济性能的影响。分析发现,融合多种方法的电池寿命预测方法更具优越性,且考虑电池寿命的能量控制管理策略对混合动力汽车燃油经济性的提高效果更佳。总结了混合动力汽车电池寿命预测及能量控制管理策略存在的问题并对未来的发展方向进行展望。
混合动力汽车  /  锂离子电池  /  剩余寿命预测  /  能量管理策略
At present, environmental pollution and energy shortage are becoming increasingly serious, and the automobile industry is also moving in the direction of energy conservation and environmental protection. In order to promote the research on the power performance and fuel economy of hybrid electric vehicles, this paper briefly analyzes the working principle of the lithium-ion battery and the factors affecting the life of the lithium-ion battery, summarizes the research status of different methods for predicting the remaining life of the lithium-ion battery and analyzes their advantages and disadvantages. According to the working mode of hybrid electric vehicles, the working mechanism of energy control management strategies are briefly explained, and the development status of energy control management strategies based on rules, optimization and artificial intelligence is described respectively. The influence of battery life control management strategy on vehicle economic performance is discussed. According to the relevant literature analysis, it is found that the battery life prediction method combining multiple methods is more superior, and the energy control management strategy considering battery life has a better effect on improving the fuel economy of hybrid electric vehicles. The problems of battery life prediction and energy control management strategies for hybrid electric vehicles are summarized and the future development direction is forecasted.
hybrid electric vehicle  /  lithium-ion battery  /  prediction of residual life  /  energy management strategy
武旭东, 王靖岳, 薛春伟, 郑珺文, 雷虎, 王军年. 混合动力汽车电池寿命预测及能量控制管理策略. 科技导报, 2024 , 42 (2) : 79 -89 . DOI: 10.3981/j.issn.1000-7857.2024.02.008
WU Xudong, WANG Jingyue, XUE Chunwei, ZHENG Junwen, LEI Hu, WANG Junnian. Review of battery life prediction and energy control management strategies for hybrid electric vehicles[J]. Science & Technology Review, 2024 , 42 (2) : 79 -89 . DOI: 10.3981/j.issn.1000-7857.2024.02.008
2024年第42卷第2期
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doi: 10.3981/j.issn.1000-7857.2024.02.008
  • 接收时间:2022-05-18
  • 首发时间:2024-04-15
  • 出版时间:2024-01-28
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  • 收稿日期:2022-05-18
  • 修回日期:2023-07-30
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王靖岳(通信作者),教授,研究方向为车辆系统动力学与控制,电子信箱:abswell@126.com
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2种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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