Cautious Operation Planning Under Uncertainties

被引:52
作者
Capitanescu, Florin [1 ]
Fliscounakis, Stephane [2 ]
Panciatici, Patrick [2 ]
Wehenkel, Louis [1 ]
机构
[1] Univ Liege, Dept Elect Engn & Comp Sci, B-4000 Cointe Ougree, Belgium
[2] DMA RTE, Versailles, France
关键词
Nonlinear programming; operation planning under uncertainty; power systems security; security-constrained optimal power flow; worst case analysis;
D O I
10.1109/TPWRS.2012.2188309
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
This paper deals with day-ahead power systems security planning under uncertainties by posing an optimization problem over a set of power injection scenarios that could show up the next day and modeling the next day's real-time control strategies aiming at ensuring security with respect to contingencies by a combination of preventive and corrective controls. We seek to determine whether and which day-ahead decisions must be taken so that, for scenarios over the next day, there still exists an acceptable combination of preventive and corrective controls ensuring system security for any postulated contingency. We formulate this task as a three-stage feasibility checking problem, where the first stage corresponds to day-ahead decisions, the second stage to preventive control actions, and the third stage to corrective post-contingency controls. We propose a solution approach based on the problem decomposition into successive optimal power flow (OPF) and security-constrained optimal power flow (SCOPF) problems of a special type. Our approach is illustrated on the Nordic32 system and on a 1203-bus model of a real-life system.
引用
收藏
页码:1859 / 1869
页数:11
相关论文
共 22 条
[1]
FURTHER DEVELOPMENTS IN LP-BASED OPTIMAL POWER FLOW [J].
ALSAC, O ;
BRIGHT, J ;
PRAIS, M ;
STOTT, B .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1990, 5 (03) :697-711
[2]
[Anonymous], 1995, NORDIC32 SYST
[3]
On the solution of the bilevel programming formulation of the terrorist threat problem [J].
Arroyo, JM ;
Galiana, FD .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (02) :789-797
[4]
Interior-point methods for nonconvex nonlinear programming: regularization and warmstarts [J].
Benson, Hande Y. ;
Shanno, David F. .
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2008, 40 (02) :143-189
[5]
Capitanescu F., 2002, P PSCC C SEV SPAIN
[6]
Capitanescu F., 2011, P PSCC C STOCKH SWED
[7]
A New Iterative Approach to the Corrective Security-Constrained Optimal Power Flow Problem [J].
Capitanescu, Florin ;
Wehenkel, Louis .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (04) :1533-1541
[8]
Interior-point based algorithms for the solution of optimal power flow problems [J].
Capitanescu, Florin ;
Glavic, Mevludin ;
Ernst, Damien ;
Wehenkel, Louis .
ELECTRIC POWER SYSTEMS RESEARCH, 2007, 77 (5-6) :508-517
[9]
An overview of bilevel optimization [J].
Colson, Benoit ;
Marcotte, Patrice ;
Savard, Gilles .
ANNALS OF OPERATIONS RESEARCH, 2007, 153 (01) :235-256
[10]
Defourny B., 2011, DECISION THEORY MODE, P51