A study of the homogeneous algorithm for dynamic economic dispatch with network constraints and transmission losses

被引:24
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
economic dispatch; DC load flow; B-matrix loss formula; ramp rate; homogeneous interior point method; convex optimization; approximate global optimum; infeasible problem;
D O I
10.1109/59.867148
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 presents a study of the homogeneous interior point (HIP) method for the economic dispatch problem that combines both independent blocks of constraints (generation demand balance, network flows) and coupling constraints (ramping) into a single optimization problem. By approximating the network constraints through the DC load flow,and the transmission losses through the B-matrix loss formula, the problem is reduced to a convex optimization problem that possesses nonlinear inequality constraints and free variables. The HIP algorithm is specialized in solving this problem, it yields either an approximate global optimum solution or detects possible infeasibility or unboundedness of the problem. The algorithm is tested on the IEEE 14, 30, 57, and 118 bus test systems dispatched over 10 half-hour intervals. The results show that the algorithm is practically efficient.
引用
收藏
页码:605 / 611
页数:7
相关论文
共 23 条
[1]   OPTIMAL LOAD FLOW WITH STEADY-STATE SECURITY [J].
ALSAC, O ;
STOTT, B .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1974, PA93 (03) :745-751
[2]   A computational study of the homogeneous algorithm for large-scale convex optimization [J].
Andersen, ED ;
Ye, YY .
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 1998, 10 (03) :243-269
[3]  
ANDERSEN ED, IN PRESS MATH PROGRA
[4]  
ANDERSEN ED, 1995, HOMOGENEOUS ALGORITH
[5]  
Bazaraa MokhtarS., 1979, Nonlinear Programming: Theory and Algorithms
[6]  
Debs A. S., 1988, MODERN POWER SYSTEMS
[7]  
Fletcher R., 1981, Practical methods of optimization, volume 2, Constrained Optimization, V2
[8]   INVESTIGATION OF LOAD-FLOW PROBLEM [J].
FRERIS, LL ;
SASSON, AM .
PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1968, 115 (10) :1459-&
[9]   Economic dispatch with network and ramping constraints via interior point methods [J].
Irisarri, G ;
Kimball, LM ;
Clements, KA ;
Bagchi, A ;
Davis, PW .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1998, 13 (01) :236-242
[10]  
*MATHW INC, 1996, MATL US GUID