DocumentCode :
30835
Title :
Hybrid algorithm for dynamic economic dispatch with valve-point effects
Author :
Yan Chen ; Jinyu Wen ; Lin Jiang ; Shijie Cheng
Author_Institution :
State Key Lab. of Adv. Electromagn. Eng. & Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
Volume :
7
Issue :
10
fYear :
2013
fDate :
Oct-13
Firstpage :
1096
Lastpage :
1104
Abstract :
Dynamic economic dispatch problem in power system considering valve-point effects of generators is a non-smooth, non-convex and multi-dimensional constrained optimisation problem. In allusion to those characteristics, this study proposes a hybrid algorithm which integrates low-discrepancy sequences, improved shuffled frog leaping algorithm and sequential quadratic programming. The effectiveness of the proposed method has been verified by using case studies based on 5-unit, 10-unit and 30-unit test systems over a period of 24 h. The results show that the proposed method has improved solution quality and computation efficiency, compared with most current approaches.
Keywords :
concave programming; power generation dispatch; power generation economics; quadratic programming; dynamic economic dispatch problem; generators; hybrid algorithm; improved shuffled frog leaping algorithm; low-discrepancy sequences; multidimensional constrained optimisation problem; nonconvex optimisation problem; nonsmooth optimisation problem; power system; sequential quadratic programming; test systems; time 24 h; valve-point effects;
fLanguage :
English
Journal_Title :
Generation, Transmission & Distribution, IET
Publisher :
iet
ISSN :
1751-8687
Type :
jour
DOI :
10.1049/iet-gtd.2012.0726
Filename :
6614420
Link To Document :
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