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考虑锂离子电池老化的纯电动汽车能量管理策略

Energy Management Strategy for Lithium-Ion Battery Aging in Electric Vehicles

  • 摘要: 为改善电动汽车的电池使用寿命,提出了一种电池老化管理策略,使汽车在综合考虑了车辆的行驶里程、充电时间、驾驶性能等指标的情况下来控制电池容量退化,将多目标、多输出的优化问题转变为单一性能指标.该策略以电池充放率和放电深度为控制变量,采用粒子群优化算法对模型进行离散化迭代,选择出每一步的最优控制变量数值.经过20万km的NEDC驾驶工况循环验证,电池退化减少了0.2%,证明所提电池老化管理策略可以减少电池老化,改善汽车性能.

     

    Abstract: In order to improve the battery life of electric vehicles, a battery aging management strategy is proposed in this paper, which can improve battery capacity degradation in consideration of travel distance, charging time and driving performance, transform the optimization problem of multi-objective and multi-output into a single performance index. The strategy takes battery charge-discharge rate and discharge depth as control variables. Particle swarm optimization algorithm is adopted to select the optimal control variable through appropriate control discrete iterative steps. After 200 thousand kilometers of NEDC driving cycle validation, battery degradation is reduced by 0.2%, which proves that the proposed battery aging management strategy can reduce battery aging and improve vehicle performance.

     

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