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
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;
Conference_Titel :
India Conference (INDICON), 2014 Annual IEEE
Conference_Location :
Pune
Print_ISBN :
978-1-4799-5362-2
DOI :
10.1109/INDICON.2014.7030642