DocumentCode :
2449301
Title :
Optimal real-time price based on a statistical demand elasticity model of electricity
Author :
Yu, Rongshan ; Yang, Wenxian ; Rahardja, Susanto
Author_Institution :
Inst. for Infocomm Res., A*STAR, Singapore, Singapore
fYear :
2011
fDate :
17-17 Oct. 2011
Firstpage :
90
Lastpage :
95
Abstract :
In this paper, we study the price elasticity of electrical demand in a smart grid framework where the loads of a power system are scheduled by energy management controller (EMC) units that aim to maximize users´ benefits by considering both load utilities and real-time electricity price. We show that different price responsive behaviors of electrical loads result from interaction between their utilities and electricity prices. Here, the utility is modeled as a function of time in order to represent the timeliness of loads. Based on the developed theory, we introduce a parametric utility model from which the price elastic behaviors of aggregated loads from a power system are established statistically as multi-dimensional demand-price functions. Finally, we investigate the problem of optimal real-time electricity prices under the framework of social welfare maximization. Considering demand elasticity from users, we show here that the optimal real-time electricity prices that maximize the social welfare of a power system will match the marginal costs of energy production at load levels resulting from these optimal electricity prices. The solution for this can be pre-calculated using a simple iterative algorithm without the need for excessive information exchange between users and the utility company. Theoretical results from this paper are validated through numerical examples using a simplified power network.
Keywords :
energy management systems; iterative methods; power markets; power system economics; smart power grids; EMC unit; electricity statistical demand price elasticity model; energy management controller unit; energy production marginal cost; information exchange; iterative algorithm; multidimensional demand-price function; parametric utility model; power system load scheduling; price elastic behavior; simplified power network; smart grid framework; social welfare maximization; Companies; Elasticity; Electricity; Load modeling; Optimization; Real time systems; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Smart Grid Modeling and Simulation (SGMS), 2011 IEEE First International Workshop on
Conference_Location :
Brussels
Print_ISBN :
978-1-4673-0194-7
Electronic_ISBN :
978-1-4673-0193-0
Type :
conf
DOI :
10.1109/SGMS.2011.6089205
Filename :
6089205
Link To Document :
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