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
Link To Document :
بازگشت