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
Link To Document :
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