DocumentCode
759211
Title
A hybrid EP and SQP for dynamic economic dispatch with nonsmooth fuel cost function
Author
Attaviriyanupap, Pathom ; Kita, Hiroyuki ; Tanaka, Eiichi ; Hasegawa, Jun
Author_Institution
Div. of Syst. & Inf. Eng., Hokkaido Univ., Sapporo, Japan
Volume
17
Issue
2
fYear
2002
fDate
5/1/2002 12:00:00 AM
Firstpage
411
Lastpage
416
Abstract
Dynamic economic dispatch (DED) is one of the main functions of power generation operation and control. It determines the optimal settings of generator units with predicted load demand over a certain period of time. The objective is to operate an electric power system most economically while the system is operating within its security limits. This paper proposes a new hybrid methodology for solving DED. The proposed method is developed,in such a way that a simple evolutionary programming (EP) is applied as a based level search, which can give a good direction to the optimal global region, and a local search sequential quadratic programming (SQP) is used as a fine tuning to determine the optimal solution at the final. A ten-unit test system with nonsmooth fuel cost function is used to illustrate the effectiveness of the proposed method compared with those obtained from EP and SQP alone
Keywords
control system analysis; control system synthesis; evolutionary computation; optimal control; power generation control; power generation dispatch; power generation economics; quadratic programming; control simulation; dynamic economic dispatch; electric power system; evolutionary programming; generator unit settings; nonsmooth fuel cost function; optimal control design; power generation control; security limits; sequential quadratic programming; Economic forecasting; Fuel economy; Genetic programming; Power generation dispatch; Power generation economics; Power system dynamics; Power system economics; Power system security; Quadratic programming; System testing;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2002.1007911
Filename
1007911
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