THE QUADRATIC INTERIOR-POINT METHOD SOLVING POWER-SYSTEM OPTIMIZATION PROBLEMS

被引:95
作者
MOMOH, JA
GUO, SX
OGBUOBIRI, EC
ADAPA, R
机构
[1] ELECT POWER RES INST,PALO ALTO,CA 94303
[2] BONNEVILLE POWER ADM,PORTLAND,OR
关键词
ECONOMIC DISPATCH; VAR PLANNING; THE QUADRATIC INTERIOR POINT METHOD;
D O I
10.1109/59.336133
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
Karmarkar's interior point method as a computation method for solving linear programming (LP) has attracted interests in the operation research community, due to its efficiency, reliability, and accuracy. This paper presents an extended quadratic interior point (EQIP) method, based on improvement of initial condition for solving both linear and quadratic programming problems, to solve power system optimization problem (PSOP), such as economic dispatch (ED) and VAr planning (VP) problems. The EQIP method is able to accommodate the nonlinearity in objectives and constraints. The scheme is demonstrated on several IEEE standard systems and is capable of achieving fast convergence and improvement in computational speed over an existing efficient Simplex, such as the MINOS code. The number of iterations during the computation is relatively insensitive to numbers of controls and constraints. Moreover, the proposed EQIP method guarantees a global optimum within the interior feasible region.
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页码:1327 / 1336
页数:10
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