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
Link To Document :
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