DocumentCode
728661
Title
A fuse control paradigm for demand side management: Formulation and stochastic pricing analysis
Author
Margellos, Kostas ; Oren, Shmuel
Author_Institution
Dept. of Ind. Eng. & Oper. Res, UC Berkeley, Berkeley, CA, USA
fYear
2015
fDate
1-3 July 2015
Firstpage
5672
Lastpage
5677
Abstract
We consider a novel paradigm for demand side management that is based on the so called fuse control concept. We assume that an aggregator communicates with a household only at the meter, imposing a fuse limit, i.e. a restriction in the total consumption level within a given time frame. Consumers are then responsible to adjust the set-points of the individual household devices accordingly to meet the imposed fuse limit. We formulate the problem as a stochastic household management program, with stochasticity arising due to local photovoltaic generation. We show how a demand bidding curve for fuse increments can be constructed as a by-product of the developed problem and provide a rigorous pricing analysis that results in a probabilistic envelope around the “shadow” prices of the deterministic variant of the considered problem, inside which the “shadow” prices of the stochastic one are confined to lie. To evaluate the efficacy of the proposed approach we compare it with an idealized set-up that involves tracking of real-time market price signals.
Keywords
demand side management; photovoltaic power systems; power generation economics; pricing; stochastic processes; demand bidding curve; demand side management; fuse control paradigm; local photovoltaic generation; real-time market price signals; shadow prices; stochastic household management program; stochastic pricing analysis; Fuses; Optimization; Pricing; Real-time systems; Resource management; Stochastic processes; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2015
Conference_Location
Chicago, IL
Print_ISBN
978-1-4799-8685-9
Type
conf
DOI
10.1109/ACC.2015.7172228
Filename
7172228
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