DocumentCode :
2855265
Title :
Optimal Real-Time Pricing Algorithm Based on Utility Maximization for Smart Grid
Author :
Samadi, Pedram ; Mohsenian-Rad, Amir-Hamed ; Schober, Robert ; Wong, Vincent W S ; Jatskevich, Juri
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
fYear :
2010
fDate :
4-6 Oct. 2010
Firstpage :
415
Lastpage :
420
Abstract :
In this paper, we consider a smart power infrastructure, where several subscribers share a common energy source. Each subscriber is equipped with an energy consumption controller (ECC) unit as part of its smart meter. Each smart meter is connected to not only the power grid but also a communication infrastructure such as a local area network. This allows two-way communication among smart meters. Considering the importance of energy pricing as an essential tool to develop efficient demand side management strategies, we propose a novel real-time pricing algorithm for the future smart grid. We focus on the interactions between the smart meters and the energy provider through the exchange of control messages which contain subscribers´ energy consumption and the real-time price information. First, we analytically model the subscribers´ preferences and their energy consumption patterns in form of carefully selected utility functions based on concepts from microeconomics. Second, we propose a distributed algorithm which automatically manages the interactions among the ECC units at the smart meters and the energy provider. The algorithm finds the optimal energy consumption levels for each subscriber to maximize the aggregate utility of all subscribers in the system in a fair and efficient fashion. Finally, we show that the energy provider can encourage some desirable consumption patterns among the subscribers by means of the proposed real-time pricing interactions. Simulation results confirm that the proposed distributed algorithm can potentially benefit both subscribers and the energy provider.
Keywords :
demand side management; distributed algorithms; energy consumption; meters; microeconomics; pricing; smart power grids; ECC unit; distributed algorithm; efficient demand side management strategy; energy consumption controller unit; energy pricing; energy source; local area network; microeconomics; optimal real-time pricing algorithm; power grid; smart grid; smart meter; smart power infrastructure; subscriber optimal energy consumption level; two-way communication; utility maximization; Electricity; Energy consumption; Optimization; Power demand; Pricing; Real time systems; Simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Smart Grid Communications (SmartGridComm), 2010 First IEEE International Conference on
Conference_Location :
Gaithersburg, MD
Print_ISBN :
978-1-4244-6510-1
Type :
conf
DOI :
10.1109/SMARTGRID.2010.5622077
Filename :
5622077
Link To Document :
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