DocumentCode
3499735
Title
Synchronization-aware and algorithm-efficient chance constrained optimal power flow
Author
Bent, Russell ; Bienstock, Daniel ; Chertkov, Michael
Author_Institution
Defense Syst. & Anal. Div., D-4, Los Alamos Nat. Lab., Los Alamos, NM, USA
fYear
2013
fDate
25-30 Aug. 2013
Firstpage
1
Lastpage
11
Abstract
One of the most common control decisions faced by power system operators is the question of how to dispatch generation to meet demand for power. This is a complex optimization problem that includes many nonlinear, non convex constraints as well as inherent uncertainties about future demand for power and available generation. In this paper we develop convex formulations to appropriately model crucial classes of nonlinearities and stochastic effects. We focus on solving a nonlinear optimal power flow (OPF) problem that includes loss of synchrony constraints and models wind-farm caused fluctuations. In particular, we develop (a) a convex formulation of the deterministic phase-difference nonlinear Optimum Power Flow (OPF) problem; and (b) a probabilistic chance constrained OPF for angular stability, thermal overloads and generation limits that is computationally tractable.
Keywords
convex programming; load flow; nonlinear programming; power generation dispatch; synchronisation; wind power plants; OPF problem; algorithm-efficient chance constrained optimal power flow; angular stability; complex optimization problem; control decisions; convex formulations; deterministic phase-difference nonlinear optimum power flow; dispatch generation; generation limits; generation redispatch; nonconvex constraints; nonlinear constraints; nonlinear optimal power flow problem; nonlinearities; power system operators; probabilistic chance constrained OPF; stochastic effects; synchronization-aware optimal power flow; synchrony constraints; thermal overloads; wind-farm models; Computational modeling; Convex functions; Load flow; Mathematical model; Optimization; Synchronization; Wind;
fLanguage
English
Publisher
ieee
Conference_Titel
Bulk Power System Dynamics and Control - IX Optimization, Security and Control of the Emerging Power Grid (IREP), 2013 IREP Symposium
Conference_Location
Rethymno
Electronic_ISBN
978-1-4799-0199-9
Type
conf
DOI
10.1109/IREP.2013.6629400
Filename
6629400
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