Joint Transportation and Charging Scheduling in Public Vehicle Systems-A Game Theoretic Approach

	Joint Transportation and Charging Scheduling in Public Vehicle Systems-A Game Theoretic Approach
	Zhu, Ming; Wang, Xiaodong; Liu, Xiao-Yang
刊名	IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
	2018
ISSN号	前瞻-无线能量
文献子类	期刊论文
英文摘要	Public vehicle (PV) systems are promising transportation systems for future smart cities which provide dynamic ride-sharing services according to passengers' requests. PVs are driverless/self-driving electric vehicles which require frequent recharging from smart grids. For such systems, the challenge lies in both the efficient scheduling scheme to satisfy transportation demands with service guarantee and the cost-effective charging strategy under the real-time electricity pricing. In this paper, we study the joint transportation and charging scheduling for PV systems to balance the transportation and charging demands, ensuring the long-term operation. We adopt a cake cutting game model to capture the interactions among PV groups, the cloud and smart grids. The cloud announces strategies to coordinate the allocation of transportation and energy resources among PV groups. All the PV groups try to maximize their joint transportation and charging utilities. We propose an algorithm to obtain the unique normalized Nash equilibrium point for this problem. Simulations are performed to confirm the effects of our scheme under the real taxi and power grid data sets of New York City. Our results show that our scheme achieves almost the same transportation performance compared with a heuristic scheme, namely, transportation with greedy charging; however, the average energy price of the proposed scheme is 10.86% lower than the latter one.
URL标识	查看原文
语种	英语
内容类型	期刊论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/13890]
专题	深圳先进技术研究院_其他
推荐引用方式 GB/T 7714	Zhu, Ming,Wang, Xiaodong,Liu, Xiao-Yang. Joint Transportation and Charging Scheduling in Public Vehicle Systems-A Game Theoretic Approach[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2018.
APA	Zhu, Ming,Wang, Xiaodong,&Liu, Xiao-Yang.(2018).Joint Transportation and Charging Scheduling in Public Vehicle Systems-A Game Theoretic Approach.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.
MLA	Zhu, Ming,et al."Joint Transportation and Charging Scheduling in Public Vehicle Systems-A Game Theoretic Approach".IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2018).