DocumentCode
648443
Title
A frequency-constrained stochastic economic dispatch model
Author
Yen-Yu Lee ; Baldick, Ross
Author_Institution
Alstom Grid, Redmond, WA, USA
fYear
2013
fDate
21-25 July 2013
Firstpage
1
Lastpage
1
Abstract
Summary form only given: In this paper, we formulate the economic dispatch problem as a two-stage stochastic convex program for operational decision making under uncertainty. Post-contingency minimum frequency constraints are formulated as convex sets using a simplified model of frequency dynamics. The L-shaped method is used to decompose the large stochastic program into smaller sub-problems. Large-scale system examples are provided to demonstrate the computational efficiency of the proposed model formulation. Numerical results show the value of the proposed model and indicate that the proposed model is especially useful under a higher level of wind penetration.
Keywords
convex programming; load dispatching; stochastic programming; L-shaped method; computational efficiency; convex sets; economic dispatch problem; frequency dynamics; operational decision making; post-contingency minimum frequency constraints; two-stage stochastic convex program; wind penetration; Computational modeling; Decision making; Economics; Large-scale systems; Numerical models; Stochastic processes; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Power and Energy Society General Meeting (PES), 2013 IEEE
Conference_Location
Vancouver, BC
ISSN
1944-9925
Type
conf
DOI
10.1109/PESMG.2013.6673025
Filename
6673025
Link To Document