Hybrid DE-SQP algorithm for non-convex short term hydrothermal scheduling problem

被引:49
作者
Sivasubramani, S. [1 ]
Swarup, K. Shanti [1 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, Madras 600036, Tamil Nadu, India
关键词
Differential evolution; Sequential quadratic programming; Hydrothermal system; DIFFERENTIAL EVOLUTION; GLOBAL OPTIMIZATION; ECONOMIC-DISPATCH; GENETIC ALGORITHM;
D O I
10.1016/j.enconman.2010.07.056
中图分类号
O414.1 [热力学];
学科分类号
摘要
This paper proposes a hybrid method combining differential evolution (DE) and sequential quadratic programming (SQP) for solving short term hydrothermal scheduling problem with non-convex fuel cost function. In this paper, differential evolution (DE) is used as a global optimizer and sequential quadratic programming (SQP) method as a local optimizer to fine tune the solution. The proposed method has been tested on a multichain cascaded reservoir with an equivalent thermal test system and the simulation results are compared with existing methods reported in literatures. From the results, it clearly shows that the proposed method is giving better quality solutions than existing methods. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:757 / 761
页数:5
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