DocumentCode :
2356420
Title :
Transmission expansion planning by enhanced differential evolution
Author :
Orfanos, G.A. ; Georgilakis, P.S. ; Korres, G.N. ; Hatziargyriou, N.D.
Author_Institution :
Sch. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens (NTUA), Athens, Greece
fYear :
2011
fDate :
25-28 Sept. 2011
Firstpage :
1
Lastpage :
6
Abstract :
The restructuring and deregulation has exposed the transmission planner to new objectives and uncertainties. As a result, new criteria and approaches are needed for transmission expansion planning (TEP) in deregulated electricity markets. This paper proposes a new market-based approach for TEP. An enhanced differential evolution (EDE) model is proposed for the solution of this new market-based TEP problem. The modifications of EDE in comparison to the simple differential evolution method are: 1) the scaling factor F is varied randomly within some range, 2) an auxiliary set is employed to enhance the diversity of the population, 3) the newly generated trial vector is compared with the nearest parent, and 4) the simple feasibility rule is used to treat the constraints. Results from the application of the proposed method on the IEEE 30 bus test system demonstrate the feasibility and practicality of the proposed EDE for the solution of TEP problem.
Keywords :
power markets; power transmission economics; power transmission planning; vectors; EDE model; IEEE 30 bus test system; electricity market deregulation; enhanced differential evolution model; market-based TEP problem; scaling factor; transmission expansion planning; trial vector generation; Genetic algorithms; Investments; Optimization; Planning; Power transmission lines; Vectors; Differential evolution; electricity markets; evolutionary optimization algorithms; power systems; reference network; transmission expansion planning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent System Application to Power Systems (ISAP), 2011 16th International Conference on
Conference_Location :
Hersonissos
Print_ISBN :
978-1-4577-0807-7
Electronic_ISBN :
978-1-4577-0808-4
Type :
conf
DOI :
10.1109/ISAP.2011.6082249
Filename :
6082249
Link To Document :
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