Demand Management using Utility based Real Time Pricing for Smart Grid with a New Cost Function

被引:0
|
作者
Ahmed, Khandakar Tanvir [1 ]
Hasan, Md. Nabid [1 ]
Hossain, Md. Farhad [1 ]
Munasinghe, Kumudu S. [2 ]
Jamalipour, Abbas [3 ]
机构
[1] Bangladesh Univ Engn & Technol, Dept Elect & Elect Engn, Dhaka, Bangladesh
[2] Univ Canberra, Fac Educ Sci Technol & Maths, Canberra, ACT 2617, Australia
[3] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia
关键词
Smart Grid; Smart Home; Real Time Pricing (RTP); Demand Side Management (DSM); Dual Decomposition;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Considering the time-varying power consumption of users and cost of generation over a day, demand side management (DSM) has become essential to meet the excessive need of users with the limited source of power. In this paper, we propose a utility based optimal Real-Time Pricing (RTP) mechanism for the future smart grid communication systems such that the electricity price corresponds to the optimum system welfare. Here, we formulate a distributed algorithm which is based on the two-way communication among users, decision maker, and energy provider through the exchange of control messages, and determine the optimal price maintaining the equality between the total demand and the offered generation. We also propose a novel cost function for energy provider exhibiting how it reduces the impact of the change in user number to electricity price, unlike a previously proposed cost function. Simulation results confirm that the proposed algorithm is favorable for both the users and energy provider in terms of electricity price and generation cost respectively. It is also demonstrated that our new cost function makes the RTP algorithm user-adaptive and offers a better welfare to both the users and the energy provider.
引用
收藏
页码:460 / 465
页数:6
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