An efficient predictor-corrector interior point algorithm for security-constrained economic dispatch

被引:68
作者
Yan, XH
Guintana, VH
机构
[1] Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ont.
关键词
security-constrained economic dispatch; successive linear programming; predictor-corrector interior point method;
D O I
10.1109/59.589693
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 application of an advanced interior point method to the Security-Constrained Economic Dispatch (SCED) problems through successive linear programming. The nonlinear SCED problem is linearized, and then solved by a predictor-corrector interior point method. Besides describing the basic algorithm, the paper focuses on several important issues that are critical to its efficient implementation, including the adjustment of barrier parameter, the determination of initial point, and so on. Computational experiments are conducted to evaluate their impact on the performance of the algorithm. Some suggestions, such as using feasibility condition to adjust the way of computing barrier parameter mu and customizing initial point by adopting a relative small threshold, are proposed to reduce the overall iterations required by the algorithm. The computational results on power systems of 236 to 2124 buses have shown that these suggestions are very effective, improving the performance of the algorithm by a factor of 2. Comparison with a pure primal-dual interior point method is also provided to demonstrate the superiority of the proposed predictor-corrector method.
引用
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页码:803 / 810
页数:8
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