4.7 Article

Optimal Charging Schemes for Electric Vehicles in Smart Grid: A Contract Theoretic Approach

期刊

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TITS.2018.2841965

关键词

Electric vehicle; charging scheme; queuing model; contract theory; admission control

资金

  1. NSFC [61374189, 61422201, 61370159, 61372077, U1301255, U1501251]
  2. Science and Technology Program of Guangdong Province [2015B010129001, 2016B090918080]
  3. Special-Support Project of Guangdong Province [2014TQ01X100]
  4. High Education Excellent Young Teacher Program of Guangdong Province [YQ2013057]
  5. Science and Technology Program of Guangzhou [2014J2200097, 201707010490]
  6. Research Council of Norway [240079/F20]
  7. Fundamental Research Funds for the Central Universities, China [2672018ZYGX2018J001]

向作者/读者索取更多资源

Due to their environment friendliness, electric vehicles (EVs) are anticipated to form a considerable fraction of vehicles for transportation in smart cities. It is essential to design an electricity charging scheme that takes the utilities of both the charging stations and the EVs into consideration. However, the self-interested nature of the EVs together with the information asymmetry between the energy demand and supply sides makes the design a significant challenge. In this paper, we propose a queuing network-based model to characterize the charging process of the multiple EVs in a renewable energy-aided charging station. Based on the model, we adopt a contract theoretic approach to design an optimal charging policy in an information asymmetry scenario. Furthermore, we propose the new contract-based charging rate assignment and admission control schemes that maximize the utility of the charging station under certain charging constraints. To derive the optimal contract, we present a two-step iterative algorithm and prove its convergence. We evaluate the proposed schemes based on the IEEE 69-bus distribution test system. Results indicate that the contract-based charging schemes can effectively benefit both the charging stations and the EVs and concurrently improve the load level of the smart grid.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据