DocumentCode
87108
Title
Transmission expansion planning using AC-based differential evolution algorithm
Author
Alhamrouni, Ibrahim ; Khairuddin, Azhar ; Ferdavani, Ali Khorasani ; Salem, Mahmoud
Author_Institution
Fac. of Electr. Eng., Univ. Teknol. Malaysia, Skudai, Malaysia
Volume
8
Issue
10
fYear
2014
fDate
Oct-14
Firstpage
1637
Lastpage
1644
Abstract
The rapid growth of the transmission networks has brought more uncertainties and new requirements in the transmission expansion planning (TEP) to the planners. The existing methods of solving TEP problem have a drawback since the DC load flow and the relaxed load flow models have been utilized to solve TEP problem. In this work, the TEP problem is solved based on mixed integer nonlinear non-convex programming model. A meta-heuristic algorithm by the means of differential evolution algorithm (DEA) is employed as an optimisation tool. An AC load flow model is used in solving the TEP problem, where accurate and realistic results can be obtained. Furthermore, the work considers the constraints checking and system violation such as real and power generation limits, possible number of lines added and bus voltage limits. The proposed technique is tested on Garver´s 6 bus system and IEEE 24 bus system and has shown high capability in considering the active and reactive power in the same manner and solving the TEP problem. The method produced improved results for the test systems. In terms of minimising the cost and the solution quality, the proposed method obtained good and challenging results comparing to the previous works.
Keywords
concave programming; cost reduction; integer programming; load flow; load forecasting; nonlinear programming; power transmission economics; power transmission lines; power transmission planning; reactive power; AC load flow model; AC-based differential evolution algorithm; DC load flow model; IEEE 24 bus system; TEP; active power; bus voltage limit; cost minimisation; load forecasting; metaheuristic algorithm; mixed integer nonlinear non-convex programming model; modified Garver 6-bus system; optimisation tool; reactive power; relaxed load flow model; thermal limit; transmission expansion planning network; transmission line;
fLanguage
English
Journal_Title
Generation, Transmission & Distribution, IET
Publisher
iet
ISSN
1751-8687
Type
jour
DOI
10.1049/iet-gtd.2014.0001
Filename
6910352
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