Environmental sustainability with free-floating carsharing services: An on-demand refueling recommendation system for Car2go in Seattle
Environmental sustainability with free-floating carsharing services: An on-demand refueling recommendation system for Car2go in Seattle
复制标题
自由浮动汽车共享服务的环境可持续性：西雅图 Car2go 的按需加油推荐系统
DOI：
10.1016/j.techfore.2019.119893
复制
发表时间：
2020-03
影响因子：
12
通讯作者：
Rui Qiu
中科院分区：
文献类型：
--
作者：
Zhiyi Meng;Eldon Y. Li;Rui Qiu
近年来，自由浮动汽车共享已成为越来越受关注的问题。它是共享经济的关键贡献者，通过节能、减少污染和低碳排放有利于环境的可持续发展，最终提高人们的生活质量。本研究提出了一种按需加油推荐系统，以提高自由浮动汽车共享企业的服务绩效，从而实现更好的流动性和环境可持续性。在该系统中，设计了一种基于数据分析的方法来识别适当的加油水平。以最受欢迎的自由浮动汽车共享服务之一 Car2go 作为案例研究。基于西雅图Car2go的相关数据，开发并评估了按需加油推荐系统。其他自由浮动的汽车共享公司可以将该系统改编成类似的推荐系统，以改善公司的运营。它将为可持续出行提供进一步支持，并对人们的生活质量产生更大的影响。
Free-floating carsharing has become an increasing concern in recent years. It is a key contributor to the sharing economy, which is beneficial to environmental sustainability through energy conservation, pollution reduction, and low carbon emissions, ultimately improving people's quality of life. This study proposed an on-demand refueling recommendation system to enhance the service performance of free-floating carsharing businesses for better mobility and environmental sustainability. In this system, a method based on data analytics for identifying the appropriate refueling level is designed. One of the most popular free-floating carsharing services, Car2go, is taken as a case study. Based on relevant data from Car2go in Seattle, the on-demand refueling recommendation system is developed and evaluated. This system could be adapted by other free-floating carsharing companies into similar recommendation systems to improve the companies’ operations. It would provide further support for sustainable mobility and have an even greater impact on people's quality of life.
登录
查看更多内容
DOI：
10.1080/15568318.2016.1220653
发表时间：
2017-03
影响因子：
3.9
作者：
Grzegorz Wielinski;M. Trépanier;C. Morency
通讯作者：
Grzegorz Wielinski;M. Trépanier;C. Morency
影响因子：
1.7
作者：
T. Niels;K. Bogenberger
通讯作者：
T. Niels;K. Bogenberger
DOI：
10.1016/j.ejor.2014.03.003
发表时间：
2014-10
期刊：
Eur. J. Oper. Res.
影响因子：
--
作者：
Baoxiang Li;D. Krushinsky;H. Reijers;T. Woensel
通讯作者：
Baoxiang Li;D. Krushinsky;H. Reijers;T. Woensel
影响因子：
1.7
作者：
M. Barth;M. Todd;S. Shaheen
通讯作者：
M. Barth;M. Todd;S. Shaheen
影响因子：
11.1
作者：
Hartl, Barbara;Sabitzer, Thomas;Penz, Elfriede
通讯作者：
Penz, Elfriede