Real-Time Pricing with Demand Response Model for Autonomous Homes

被引:2
作者
Awais, Muahammad [1 ]
Javaid, Nadeem [1 ]
Shaheen, Nusrat [1 ]
Adnan, Rana [1 ]
Khan, Naveed A. [1 ]
Khan, Zahoor Ali [2 ]
Qasim, Umar [3 ]
机构
[1] COMSATS Inst Informat Technol, Islamabad, Pakistan
[2] Higher Coll Technol, CIS, Fujairah, U Arab Emirates
[3] Univ Alberta, Edmonton, AB T6G 2M7, Canada
来源
2015 9TH INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS CISIS 2015 | 2015年
关键词
Optimal stopping rule; appliance scheduling; Realtime pricing; Demand response; Smart grid; Energy management;
D O I
10.1109/CISIS.2015.89
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Smart Grid (SG) is a next-generation electrical power system that use two way communication in the generation, consumption and delivery of the electrical energy. One of the key feature of SG is Demand Response (DR). In DR a pricing signal is provided to the customer via smart meters, and customer modifies their demand in response to price signals. However, most of the load scheduling schemes used day-ahead or Time of Use pricing scheme, these schemes are deviating from Real-time Pricing (RTP) scheme. In this paper, an RTP based scheduling scheme is proposed using Optimal Stopping Rule (OSR). An OSR gives the best operating time of the device to reduce electricity hills. The cost minimization problem is formulated as an unconstrained optimization problem. Moreover, waiting time cost is also formulated as sub problem to reduce waiting time of the device. Waiting time is considered as a function of cost. After that, an algorithm is proposed to solve this optimization problem for various types of loads. Simulation results verify that proposed algorithm has low computational complexity and reduce electricity bill with less waiting time.
引用
收藏
页码:134 / 139
页数:6
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