DocumentCode :
734339
Title :
Real-Time Pricing with Demand Response Model for Autonomous Homes
Author :
Awais, Muahammad ; Javaid, Nadeem ; Shaheen, Nusrat ; Adnan, Rana ; Khan, Naveed A. ; Khan, Zahoor Ali ; Qasim, Umar
Author_Institution :
COMSATS Inst. of Inf. Technol., Islamabad, Pakistan
fYear :
2015
fDate :
8-10 July 2015
Firstpage :
134
Lastpage :
139
Abstract :
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). AnOSR gives the best operating time of the device to reduce electricity bills. 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.
Keywords :
computational complexity; home automation; invoicing; minimisation; power consumption; power generation economics; power generation scheduling; pricing; smart meters; smart power grids; DR; OSR; RTP scheme; SG; autonomous homes; cost minimization problem; day-ahead use pricing scheme; demand response model; electrical energy consumption; electrical energy delivery; electrical energy generation; electricity bill reduction; load scheduling scheme; low computational complexity; next generation electrical power system; optimal stopping rule; real-time pricing scheme; smart grid; smart meter; time of use pricing scheme; two way communication; unconstrained optimization problem; Artificial intelligence; Software; Demand response; Energy management; Optimal stopping rule; Real-time pricing; Smart grid; appliance scheduling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Complex, Intelligent, and Software Intensive Systems (CISIS), 2015 Ninth International Conference on
Conference_Location :
Blumenau
Print_ISBN :
978-1-4799-8869-3
Type :
conf
DOI :
10.1109/CISIS.2015.89
Filename :
7185177
Link To Document :
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