Title :
Application of fireflies algorithm to solve economic load dispatch
Author :
Kannan, G. ; Karthik, N.
Author_Institution :
Electr. & Electron. Eng, Hindustan Univ., Chennai, India
Abstract :
This paper presents a new algorithm called Firefly Algorithm to solve the well-known power system Economic load dispatch problem. Firefly Algorithm is a novel nature-inspired algorithm inspired by social behavior of fireflies and the phenomenon of bioluminescent communication between them. Our proposed algorithm utilized fireflies food searching mechanism to optimize economic load dispatch problem in power system. This makes the algorithm more convergence and less complexity. It is also appropriate for high-speed real-time application due to fast and less execution time. In order to demonstrate the effectiveness of the proposed algorithm has been tested with the standard 6-bus, IEEE-14 bus and IEEE-30 bus system with several heuristic load patterns. The numerical result reveals that the proposed algorithm can provide appreciably better solutions within reasonable time.
Keywords :
load dispatching; optimisation; power system economics; IEEE-14 bus system; IEEE-30 bus system; bioluminescent communication; economic load dispatch; fireflies food searching mechanism; fireflies social behavior; firefly algorithm; heuristic load pattern; nature inspired algorithm; optimization problem; Brightness; Economics; Fuels; Generators; Linear programming; Optimization; Power systems; Economic load dispatch; Firefly algorithm (FFA); Particle swarm optimization; generator constraints;
Conference_Titel :
Green Computing Communication and Electrical Engineering (ICGCCEE), 2014 International Conference on
Conference_Location :
Coimbatore
DOI :
10.1109/ICGCCEE.2014.6922317