A primal-dual interior point method for optimal power flow dispatching

被引:100
作者
Jabr, RA [1 ]
Coonick, AH [1 ]
Cory, BJ [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Elect & Elect Engn, London SW7 2BT, England
关键词
optimization methods; power generation dispatching; second-order condition; step length control;
D O I
10.1109/TPWRS.2002.800870
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, the solution of the optimal power flow dispatching (OPFD) problem by a primal-dual interior point method is considered. Several primal-dual methods for optimal power flow (OPF) have been suggested, all of which are essentially direct extensions of primal-dual methods for linear programming. The aim of the present work is to enhance convergence through two modifications: a filter technique to guide the choice of the step length and an altered search direction in order to avoid convergence to a nonminimizing stationary point. A reduction in computational time is also gained through solving a positive definite matrix for the search direction. Numerical tests on standard IEEE systems and on a realistic network are very encouraging and show that the new algorithm converges where other algorithms fail.
引用
收藏
页码:654 / 662
页数:9
相关论文
共 24 条
[1]   A GENERAL PARAMETRIC OPTIMAL POWER-FLOW [J].
ALMEIDA, KC ;
GALIANA, FD ;
SOARES, S .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1994, 9 (01) :540-547
[2]  
Bazaraa MokhtarS., 1979, Nonlinear Programming: Theory and Algorithms
[3]  
Castronuovo ED, 1999, P 13 PSCC TRONDH JUN, P1207
[4]  
CHAMBERLAIN RM, 1982, MATH PROGRAM STUD, V16, P1
[5]   On the formulation and theory of the Newton interior-point method for nonlinear programming [J].
ElBakry, AS ;
Tapia, RA ;
Tsuchiya, T ;
Zhang, Y .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1996, 89 (03) :507-541
[6]  
Fiacco A.V., 1990, Nonlinear Programming Sequential Unconstrained Minimization Techniques
[7]  
Fletcher R, 1997, NA171 U DUND
[8]  
Fletcher R., 1981, PRACTICAL METHODS OP
[9]  
GAY DM, 1997, 97408 BELL LAB COMP
[10]   Optimal reactive dispatch through interior point methods [J].
Granville, Sergio .
IEEE Transactions on Power Systems, 1994, 9 (01) :136-146