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 :
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