DocumentCode
255803
Title
Optimal active power dispatch using hybrid Firefly Algorithm
Author
Rajan, A. ; Malakar, T.
Author_Institution
Electr. Eng. Dept., Nat. Inst. of Technol. Silchar, Silchar, India
fYear
2014
fDate
11-13 Dec. 2014
Firstpage
1
Lastpage
7
Abstract
This paper presents a hybrid firefly algorithm for power system optimal active power dispatch problem. The active power dispatch is a conventional Optimal Power Flow (OPF) problem. The proposed approach combines Firefly Algorithm (FA) with Nelder-Mead (NM) simplex search method. In the proposed hybrid method, the exploration is done using FA and exploitation with NM simplex. The proposed hybrid algorithm can handle the nonlinear, non-convex active power dispatch problem with different constraints like valve point loading effect, prohibited operating zone and voltage dependent load conditions. Simulations are performed on standard IEEE 30 bus system. Comparisons are done with other different relevant approaches. Statistical analysis of results confirms the robustness and consistency of the proposed algorithm.
Keywords
load dispatching; load flow; search problems; statistical analysis; NM simplex search method; Nelder-Mead simplex search method; OPF problem; hybrid algorithm; hybrid firefly algorithm; nonconvex active power dispatch problem; nonlinear active power dispatch problem; optimal power flow; power system optimal active power dispatch problem; statistical analysis; valve point loading effect; Loading; Standards; Nelder-Mead firefly (NMF); optimal power flow; prohibited operating zone; valve point effect; voltage dependent load;
fLanguage
English
Publisher
ieee
Conference_Titel
India Conference (INDICON), 2014 Annual IEEE
Conference_Location
Pune
Print_ISBN
978-1-4799-5362-2
Type
conf
DOI
10.1109/INDICON.2014.7030642
Filename
7030642
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