DocumentCode
3535728
Title
Decision support for offering load-side Regulation Service reserves in competitive power markets
Author
Bilgin, Enes ; Caramanis, Michael C.
Author_Institution
Center for Inf. & Syst. Eng., Boston Univ., Boston, MA, USA
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
5628
Lastpage
5635
Abstract
This paper, (i) quantifies the ability of Smart Buildings to provide electric power Regulation Service (RS) given the characteristics of the building´s flexible loads and the expected costs from occupant utility loss and imperfect tracking of System Operator RS requests, and (ii) develops an optimization-based decision support model to assist Smart Building Operators (SBO) willing to offer RS reserves in the Hour Ahead Power Market. The model incorporates minimal Regulation Service tracking performance constraints required by current market rule contractual requirements. To quantify these probabilistic constraints, we develop a Normal Distribution Approximation to the dynamic mean of the discrete time M/M/∞ queue of active appliance loads conditional upon the SBO´s price directed control aimed at activating appliance loads. Finally, analytic estimates of performance statistics and properties of the dynamic optimal control used in tracking real time System Operator RS requests are developed and used in the decision support model. Numerical results are provided for elaboration purposes.
Keywords
decision support systems; optimisation; power markets; probability; queueing theory; real-time systems; SBO; active appliance loads; discrete time M/M/∞ queue; dynamic optimal control; electric power regulation service; hour ahead power market; load side regulation service reserves; market rule contractual requirements; normal distribution approximation; optimization based decision support model; performance statistics; price directed control; regulation service tracking performance constraints; smart building operators; utility loss; Approximation methods; Convergence; Equations; Gaussian distribution; Home appliances; Real-time systems; Smart buildings; Electricity Markets; Hour Ahead Market Regulation Offer; Real Time Stochastic Control; Regulation Service Provision;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6760776
Filename
6760776
Link To Document