在绿色共享乘车中,基于可再生能源的收费
Elisabetta Perotti1, Ana M Ospina2, Gianluca Bianchin3
1Department of Electrical, Computer, and Energy Engineering, University of Colorado Boulder, Boulder, USA. elisabetta.perotti@colorado.edu.
Scientific reports
|September 18, 2023
概括
本研究提出了一种游戏理论机制,以优化电动汽车 (EV) 用可再生能源充电,用于共享车队. 它平衡最大限度地利用可再生能源充电,同时保持服务质量,确保高效的电动汽车车队运营.
科学领域:
- 能源系统工程 能源系统工程
- 运输科学 运输科学
- 计算机科学 计算机科学
背景情况:
- 电动汽车 (EV) 的日益普及需要有效的充电策略.
- 乘车共享服务正在向100%电动车队过渡.
- 整合可再生能源用于电动汽车充电,由于间歇性存在挑战.
研究的目的:
- 开发一种机制,最大限度地利用可再生能源为共享车队的电动汽车充电.
- 确保收费策略不会影响共享乘车服务质量.
- 调查用户愿意共享乘车对收费和服务质量的影响.
主要方法:
- 采用游戏理论方法,涉及电力公用事业公司和乘车共享平台.
- 一个新的机制在高可再生能源发电期间激励电动汽车充电.
- 引入了一个"收费请求"的概念,通过谈判来管理纳什平衡.
主要成果:
- 拟议的机制成功地将电动汽车充电转移到高可再生能源发电时期.
- 该战略有效地适应了间歇性的可再生能源.
- 证明对共享乘车服务整体质量的影响最小.
结论:
- 在使用可再生能源的共享车队中,可以实现优化电动汽车充电.
- 游戏理论上的讨价还价可以使公用事业的激励与平台运营保持一致.
- 用户行为极大地影响了收费策略的有效性和服务质量.
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