A TUTORIAL DESCRIPTION OF AN INTERIOR-POINT METHOD AND ITS APPLICATIONS TO SECURITY-CONSTRAINED ECONOMIC-DISPATCH

被引:74
作者
VARGAS, LS
QUINTANA, VH
VANNELLI, A
机构
[1] Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario
基金
加拿大自然科学与工程研究理事会;
关键词
LINEAR PROGRAMMING; INTERIOR POINT METHOD; SECURITY-CONSTRAINED ECONOMIC DISPATCH;
D O I
10.1109/59.260862
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
This paper deals with the use of Successive Linear Programming (SLP) for the solution of the Security-Constrained Economic Dispatch (SCED) problem. We tutorially describe an Interior Point Method (IPM) for the solution of Linear Programming (LP) problems, discussing important implementation issues that really make this method far superior to the simplex method. A study of the convergence of the SLP technique and a practical criterion to avoid oscillatory behavior in the iteration process are also proposed. A comparison of the proposed method with an efficient simplex code (MINOS) is carried out by solving SCED problems on two standard IEEE systems. The results show that the interior point technique is reliable, accurate and more than two times faster than the simplex algorithm.
引用
收藏
页码:1315 / 1324
页数:10
相关论文
共 30 条
[21]   AN APPLICATION OF KARMARKARS INTERIOR-POINT LINEAR-PROGRAMMING ALGORITHM FOR MULTI-RESERVOIR OPERATIONS OPTIMIZATION [J].
PONNAMBALAM, K ;
VANNELLI, A ;
UNNY, TE .
STOCHASTIC HYDROLOGY AND HYDRAULICS, 1989, 3 (01) :17-29
[22]  
PONNAMBALAM K, 1991, MAY P POW IND COMP A, P393
[23]   PROBABILISTIC SIMULATION OF A POWER-SYSTEM UNDER TRANSMISSION CONSTRAINED ECONOMIC-DISPATCH [J].
REINSTEIN, D ;
GALIANA, FD ;
VOJDANI, A .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1986, 1 (02) :248-256
[24]  
ROMANO R, 1981, IEEE T POWER AP SYST, V100, P2127, DOI 10.1109/TPAS.1981.316490
[25]   OPTIMAL ESTIMATION OF PIECE-WISE LINEAR INCREMENTAL COST CURVES FOR EDC [J].
SHOULTS, RR ;
MEAD, MM .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1984, 103 (06) :1432-1438
[26]   LINEAR-PROGRAMMING FOR POWER SYSTEM NETWORK SECURITY APPLICATIONS [J].
STOTT, B ;
MARINHO, JL .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1979, 98 (03) :837-848
[27]  
STOTT B, 1983, P CIGRE FLORENCE
[28]  
SUN DI, 1984, IEEE T POWER APPARAT, V103, P1248
[29]   AN ADAPTATION OF THE INTERIOR POINT METHOD FOR SOLVING THE GLOBAL ROUTING PROBLEM [J].
VANNELLI, A .
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 1991, 10 (02) :193-203
[30]  
VANNELLI K, CAN J CHEM ENG, V70, P368