DocumentCode :
1764362
Title :
Optimal Consumption Policies for Power-Constrained Flexible Loads Under Dynamic Pricing
Author :
Materassi, Donatello ; Bolognani, Saverio ; Roozbehani, Mardavij ; Dahleh, Munther A.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee, Knoxville, TN, USA
Volume :
6
Issue :
4
fYear :
2015
fDate :
42186
Firstpage :
1884
Lastpage :
1892
Abstract :
This paper analyzes the response of an individual consumer with a flexible demand for electricity to exogenous and stochastic electricity prices. The contributions of this paper are twofold. First, we propose a comprehensive model for which the optimal policy can be explicitly computed. The proposed consumer model features a time varying bound on power consumption, the presence of a nondeferrable load profile, the presence of a load profile that can be deferred up to a deadline, and the possibility of curtailment. Second, we describe the algorithm that, via explicit backward iterations of the Bellman equation, returns the optimal response of such consumer in a very general energy market scenario featuring a correlated/nonstationary price process and multiple energy procurement sources.
Keywords :
iterative methods; power consumption; power markets; pricing; Bellman equation; backward iteration; dynamic pricing; energy market; load profile; multiple energy procurement source; optimal consumption policy; power consumption; power-constrained flexible load; stochastic electricity price; time varying bound; Computational modeling; Equations; Load modeling; Mathematical model; Power demand; Procurement; Stochastic processes; Power demand; power generation economics; power load control;
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2015.2393053
Filename :
7060654
Link To Document :
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