ENTRUST: Energy trading under uncertainty in smart grid systems

被引:16
|
作者
Misra, Sudip [1 ]
Bera, Samaresh [1 ]
Ojha, Tamoghna [1 ]
Mouftah, Hussein T. [2 ]
Anpalagan, Alagan [3 ]
机构
[1] Indian Inst Technol, Dept Comp Sci & Engn, Kharagpur 721302, W Bengal, India
[2] Univ Ottawa, Sch Informat Technol & Engn, Ottawa, ON K1N 6N5, Canada
[3] Ryerson Univ, Dept Elect & Comp Engn, Toronto, ON M5B 2K3, Canada
关键词
Uncertainty; Real-time price; Payoff; Smart grid; Robust game theory; Packet loss; Communication networks; Energy management; MANAGEMENT; NETWORKS;
D O I
10.1016/j.comnet.2016.09.021
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, real-time energy trading in smart grid is modeled as an optimization process under uncertainties of demand and price information a problem perspective that is divergent from the ones in the existing literature. Energy trading in smart grid is affected by demand uncertainties intermittent behavior of renewable energy sources, packet loss in the communication network, and fluctuation in customers' demands. Energy trading is also affected by price uncertainty due to the demand uncertainties. In such uncertainty-prone scenario, we propose the algorithm named ENTRUST using the principles of robust game theory to maximize the payoff values for both sides customers, and grid. We show the existence of robust-optimization equilibrium for establishing the convergence of the game. Simulation results show that the proposed scheme performs better than the existing ones considered as benchmarks in this study. Utilities for the customers are also maximized in order to promote cost-effective and reliable energy management in the smart grid. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:232 / 242
页数:11
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