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
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;
Journal_Title :
Generation, Transmission & Distribution, IET
DOI :
10.1049/iet-gtd.2012.0726