Title :
Biogeography Based Optimization technique applied to multi-constraints economic load dispatch problems
Author :
Roy, Provas Kumar ; Ghoshal, Sakti Prasad ; Thakur, Siddhartha Sankar
Author_Institution :
NIT, Durgapur, India
Abstract :
This paper presents biogeography-based optimization (BBO) technique for solving constrained economic dispatch problems in power system. Many nonlinear characteristics of generators, like valve point loading, ramp rate limits, prohibited zone, and multiple fuels cost functions are considered. Two Economic Load Dispatch (ELD) problems with different characteristics are applied and compared its solution quality and computation efficiency to genetic algorithm (GA), particle swarm optimization (PSO), and other optimization techniques. The simulation results show that the proposed algorithm outperforms previous optimization methods.
Keywords :
genetic algorithms; load dispatching; particle swarm optimisation; power system economics; biogeography based optimization technique; genetic algorithm; multiconstraints economic load dispatch problems; multiple fuels cost functions; particle swarm optimization; power system; prohibited zone; ramp rate limits; valve point loading; Biogeography; Character generation; Constraint optimization; Cost function; Fuel economy; Genetic algorithms; Power generation economics; Power system economics; Power systems; Valves; Biogeography; Economic load dispatch; Genetic algorithm; Particle swarm optimization; migration; mutation;
Conference_Titel :
Transmission & Distribution Conference & Exposition: Asia and Pacific, 2009
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-5230-9
Electronic_ISBN :
978-1-4244-5230-9
DOI :
10.1109/TD-ASIA.2009.5356896