基于多个目标,研究电动汽车的充电行为
Tien-Wen Sung1, Wei Li1, Qiaoxin Liang1
1Fujian Provincial Key Laboratory of Big Data Mining and Applications, College of Computer Science and Mathematics, Fujian University of Technology, Fuzhou, China.
Mathematical biosciences and engineering : MBE
|November 3, 2023
概括
本研究介绍了一种新的电动汽车 (EV) 充电策略,该策略平衡了成本,旅行需求和排队,提高了用户方便性和电网稳定性. 多目标方法优化了收费,以降低成本并提高电动汽车车主的旅行费用.
科学领域:
- * 电动汽车充电基础设施
- * 智能电网管理系统
- * 运营研究 运营研究
背景情况:
- * 现有的电动汽车 (EV) 充电模式 (随机,关税导向,停止和充电) 面临着不平衡的车辆到堆比率的挑战.
- *电动汽车充电可能会导致电网负载的大幅波动.
- * 解决排队问题对于实际的电动汽车充电解决方案至关重要.
研究的目的:
- * 为电动汽车制定一个多目标排队收费策略.
- * 整合共同的充电模式,同时考虑现实世界的车辆到堆的不平衡.
- *根据公共利益指标优化收费,以低成本和高旅行费为目标.
主要方法:
- *为电动汽车开发复杂的旅行模式.
- * 创建一个全面的收费模式,包括队列动态.
- * 将随机模式,关税导向模式和停止和充电模式整合到一个统一的战略中.
主要成果:
- * 拟议的战略在实验测试中获得了最高的综合评价指数.
- * 在降低充电成本和提高电动汽车用户的旅行费用方面已证明有效.
- *成功地平滑了电动汽车充电负载曲线,减轻了电网压力.
结论:
- *多目标排队策略为电动汽车充电挑战提供了一个实际的解决方案.
- * 它提高了用户的便利性,并降低了整体充电费用.
- * 通过减少充电负载波动,该战略有助于电网稳定,使消费者和电网都受益.
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