DocumentCode
1574340
Title
Economic dispatch of a differential evolution based generator maintenance scheduling of a power system
Author
Yare, Y. ; Venayagamoorthy, G.K. ; Saber, A.Y.
Author_Institution
Dept. of Electr. & Comput. Eng., Missouri Univ. of Sci. & Technol., Rolla, MO, USA
fYear
2009
Firstpage
1
Lastpage
8
Abstract
This paper presents generator maintenance scheduling (GMS) and economic dispatch (ED) of the Indonesian power system based on minimization of an economic cost function for the economical and reliable operation of a power system, while satisfying crew/manpower, maintenance window, load demand, generation limits and spinning reserve constraints. Differential evolution (DE), an evolutionary computation technique and an optimization algorithm that utilizes the differential information to guide its further search, is known to effectively solve large scale optimization problems and has been widely applied in power system. In this paper, the DE approach is proposed for solving the GMS problem and the resulting optimal maintenance schedules are used by the Lambda-iteration (LI) method to calculate the ED for the 19 generating units supplying power to two major industrial parks located in Bintan and Batam in Indonesian. The simulation results show great prospect for application in control centers by solving GMS and ED problems of many utilities which seek to minimize running costs. The results obtained offer an effective alternative for solving the GMS and ED problems.
Keywords
evolutionary computation; iterative methods; maintenance engineering; power generation dispatch; power generation scheduling; power system economics; power system reliability; Batam; Bintan; Indonesian power system; Lambda-iteration method; control center; differential evolution; economic cost function minimization; economic dispatch; evolutionary computation technique; generator maintenance schedule; industrial park; load demand; power system economics; power system reliability; spinning reserve constraint; Cost function; Job shop scheduling; Maintenance; Power generation; Power generation economics; Power system economics; Power system reliability; Power systems; Processor scheduling; Spinning; Differential evolution; Indonesian power system; economic cost function; economic dispatch; generator maintenance scheduling; maintenance cost; operation cost;
fLanguage
English
Publisher
ieee
Conference_Titel
Power & Energy Society General Meeting, 2009. PES '09. IEEE
Conference_Location
Calgary, AB
ISSN
1944-9925
Print_ISBN
978-1-4244-4241-6
Type
conf
DOI
10.1109/PES.2009.5275178
Filename
5275178
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